{"cells":[{"cell_type":"code","execution_count":5,"metadata":{"executionInfo":{"elapsed":649,"status":"ok","timestamp":1631180902103,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"4cb54a3f"},"outputs":[],"source":["#!pip install numpy\n","#!pip install matplotlib"]},{"cell_type":"code","execution_count":6,"metadata":{"executionInfo":{"elapsed":23,"status":"ok","timestamp":1631180902106,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"b1426cdd"},"outputs":[],"source":["import numpy as np\n","import pandas as pd   # data processing\n","from matplotlib import pyplot as plt"]},{"cell_type":"code","execution_count":7,"metadata":{"executionInfo":{"elapsed":20,"status":"ok","timestamp":1631180902108,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"b7ARHrSJ-olC"},"outputs":[],"source":["import sys\n","from google.colab import drive"]},{"cell_type":"code","execution_count":8,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":23,"status":"ok","timestamp":1631180902808,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"9iAkQCL_-siX","outputId":"1211c5c4-9c66-4c2c-99a5-365422ac0896"},"outputs":[{"name":"stdout","output_type":"stream","text":["Drive already mounted at /content/gdrive; to attempt to forcibly remount, call drive.mount(\"/content/gdrive\", force_remount=True).\n"]},{"data":{"text/plain":["['/content/gdrive/My Drive/GWO/Model/Binary_MOGWO',\n"," '/content/gdrive/My Drive/GWO/Model',\n"," '/content/gdrive/My Drive/GWO/Model/Binary_MOGWO',\n"," '/content/gdrive/My Drive/GWO/Model',\n"," '',\n"," '/content',\n"," '/env/python',\n"," '/usr/lib/python37.zip',\n"," '/usr/lib/python3.7',\n"," '/usr/lib/python3.7/lib-dynload',\n"," '/usr/local/lib/python3.7/dist-packages',\n"," '/usr/lib/python3/dist-packages',\n"," '/usr/local/lib/python3.7/dist-packages/IPython/extensions',\n"," '/root/.ipython']"]},"execution_count":8,"metadata":{},"output_type":"execute_result"}],"source":["drive.mount(\"/content/gdrive\")\n","\n","sys.path.insert(0,'/content/gdrive/My Drive/GWO/Model')\n","sys.path.insert(0,'/content/gdrive/My Drive/GWO/Model/Binary_MOGWO')\n","sys.path"]},{"cell_type":"code","execution_count":9,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":18,"status":"ok","timestamp":1631180903270,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"Y7vqZXoy_LJM","outputId":"0cc21fa3-ed88-478e-be5b-32aec84795ec"},"outputs":[{"data":{"text/plain":["\u003cbound method NDFrame.head of       fixed acidity  volatile acidity  citric acid  ...  sulphates  alcohol  target\n","0               7.4             0.700         0.00  ...       0.56      9.4       5\n","1               7.8             0.880         0.00  ...       0.68      9.8       5\n","2               7.8             0.760         0.04  ...       0.65      9.8       5\n","3              11.2             0.280         0.56  ...       0.58      9.8       6\n","4               7.4             0.700         0.00  ...       0.56      9.4       5\n","...             ...               ...          ...  ...        ...      ...     ...\n","1594            6.2             0.600         0.08  ...       0.58     10.5       5\n","1595            5.9             0.550         0.10  ...       0.76     11.2       6\n","1596            6.3             0.510         0.13  ...       0.75     11.0       6\n","1597            5.9             0.645         0.12  ...       0.71     10.2       5\n","1598            6.0             0.310         0.47  ...       0.66     11.0       6\n","\n","[1599 rows x 12 columns]\u003e"]},"execution_count":9,"metadata":{},"output_type":"execute_result"}],"source":["inFile = \"/content/gdrive/My Drive/GWO/Dataset/winequality-red.csv\"\n","data = pd.read_csv(inFile)\n","data = data.rename(columns={\"quality\": \"target\"})\n","data.head"]},{"cell_type":"code","execution_count":10,"metadata":{"executionInfo":{"elapsed":3390,"status":"ok","timestamp":1631180908140,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"rpognFGpx_AB"},"outputs":[],"source":["from BMOGWO import *\n","from ANN_Classifier_v2 import *"]},{"cell_type":"markdown","metadata":{"id":"L30ixYq0B-yW"},"source":["### Testing Binary GWO"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"7gUervYt92fk"},"outputs":[],"source":["def obj_fun(sel_features):\n","  ann = ANN(sel_features, data)\n","  ann.train()\n","  err = ann.test_error()\n","  no_of_features = np.count_nonzero(sel_features)\n","  return np.array([no_of_features, err])"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"y9yEZE4fAgch"},"outputs":[],"source":["def fun(b):\n","    #print(sum(b))\n","    return np.array([ sum(b), 1/sum(b) ])"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"Aw2ArO9mGK3d"},"outputs":[],"source":["bgwo = BMOGWO(dim=data.shape[1] - 1, fobj = obj_fun , greyWolvesNum=8, archiveSize=50, maxIt= 100)"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"NmO5c8u9CWh1"},"outputs":[{"name":"stdout","output_type":"stream","text":["15/15 [==============================] - 0s 2ms/step - loss: 10.1378 - mape: 10.1378\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7160 - mape: 10.7160\n","15/15 [==============================] - 0s 2ms/step - loss: 9.1545 - mape: 9.1545\n","15/15 [==============================] - 0s 2ms/step - loss: 10.9895 - mape: 10.9895\n","15/15 [==============================] - 0s 1ms/step - loss: 8.8880 - mape: 8.8880\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8154 - mape: 9.8154\n","15/15 [==============================] - 0s 2ms/step - loss: 8.8602 - mape: 8.8602\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0500 - mape: 9.0500\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14132b8750\u003e]\n","\n","Iteration: 0\n","alpha: [ 4.         12.60953704]\n","beta: [ 4.         12.60953704]\n","delta: [ 4.         12.60953704]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4173 - mape: 10.4173\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1513 - mape: 10.1513\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0675 - mape: 10.0675\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4457 - mape: 10.4457\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9127 - mape: 9.9127\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4500 - mape: 9.4500\n","15/15 [==============================] - 0s 2ms/step - loss: 11.6106 - mape: 11.6106\n","15/15 [==============================] - 0s 2ms/step - loss: 10.9695 - mape: 10.9695\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140658c190\u003e]\n","\n","Iteration: 1\n","alpha: [ 4.         12.56612568]\n","beta: [ 4.         12.56612568]\n","delta: [ 4.         12.56612568]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0819 - mape: 10.0819\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9127 - mape: 9.9127\n","15/15 [==============================] - 1s 2ms/step - loss: 12.0038 - mape: 12.0038\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2205 - mape: 10.2205\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3960 - mape: 10.3960\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0197 - mape: 11.0197\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6789 - mape: 10.6789\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0099 - mape: 11.0099\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a01c750\u003e]\n","\n","Iteration: 2\n","alpha: [ 4.         12.34938278]\n","beta: [ 4.         12.34938278]\n","delta: [ 4.         12.34938278]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8127 - mape: 9.8127\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9816 - mape: 9.9816\n","15/15 [==============================] - 0s 2ms/step - loss: 11.5852 - mape: 11.5852\n","15/15 [==============================] - 0s 1ms/step - loss: 10.2443 - mape: 10.2443\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4477 - mape: 10.4477\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1162 - mape: 10.1162\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7848 - mape: 9.7848\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3969 - mape: 9.3969\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acb2dd0\u003e]\n","\n","Iteration: 3\n","alpha: [ 4.         12.20578494]\n","beta: [ 4.         12.20578494]\n","delta: [ 4.         12.20578494]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6368 - mape: 10.6368\n","15/15 [==============================] - 0s 2ms/step - loss: 10.9597 - mape: 10.9597\n","15/15 [==============================] - 0s 2ms/step - loss: 11.4954 - mape: 11.4954\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0629 - mape: 11.0629\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8381 - mape: 10.8381\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3330 - mape: 10.3330\n","15/15 [==============================] - 0s 1ms/step - loss: 10.7839 - mape: 10.7839\n","15/15 [==============================] - 0s 2ms/step - loss: 12.5031 - mape: 12.5031\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acb2dd0\u003e]\n","\n","Iteration: 4\n","alpha: [ 4.         12.20578494]\n","beta: [ 4.         12.20578494]\n","delta: [ 4.         12.20578494]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3384 - mape: 10.3384\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5603 - mape: 10.5603\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1078 - mape: 11.1078\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0442 - mape: 10.0442\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0788 - mape: 11.0788\n","15/15 [==============================] - 0s 2ms/step - loss: 11.4795 - mape: 11.4795\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9553 - mape: 9.9553\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4143 - mape: 10.4143\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acb2dd0\u003e]\n","\n","Iteration: 5\n","alpha: [ 4.         12.20578494]\n","beta: [ 4.         12.20578494]\n","delta: [ 4.         12.20578494]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5044 - mape: 10.5044\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0856 - mape: 10.0856\n","15/15 [==============================] - 0s 1ms/step - loss: 10.6632 - mape: 10.6632\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4301 - mape: 10.4301\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3124 - mape: 11.3124\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3609 - mape: 11.3609\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0448 - mape: 10.0448\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0443 - mape: 11.0443\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acb2dd0\u003e]\n","\n","Iteration: 6\n","alpha: [ 4.         12.20578494]\n","beta: [ 4.         12.20578494]\n","delta: [ 4.         12.20578494]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6574 - mape: 10.6574\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5248 - mape: 10.5248\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6973 - mape: 10.6973\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7704 - mape: 9.7704\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7563 - mape: 9.7563\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8127 - mape: 10.8127\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3218 - mape: 11.3218\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4955 - mape: 10.4955\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acb2dd0\u003e]\n","\n","Iteration: 7\n","alpha: [ 4.         12.20578494]\n","beta: [ 4.         12.20578494]\n","delta: [ 4.         12.20578494]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.8050 - mape: 11.8050\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1494 - mape: 11.1494\n","15/15 [==============================] - 0s 2ms/step - loss: 11.2391 - mape: 11.2391\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9910 - mape: 9.9910\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0021 - mape: 10.0021\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0711 - mape: 10.0711\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7860 - mape: 10.7860\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6071 - mape: 10.6071\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acb2dd0\u003e]\n","\n","Iteration: 8\n","alpha: [ 4.         12.20578494]\n","beta: [ 4.         12.20578494]\n","delta: [ 4.         12.20578494]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1108 - mape: 11.1108\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9973 - mape: 9.9973\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8158 - mape: 9.8158\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4316 - mape: 10.4316\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3162 - mape: 10.3162\n","15/15 [==============================] - 0s 2ms/step - loss: 11.8977 - mape: 11.8977\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0037 - mape: 10.0037\n","15/15 [==============================] - 0s 2ms/step - loss: 10.9679 - mape: 10.9679\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acb2dd0\u003e]\n","\n","Iteration: 9\n","alpha: [ 4.         12.20578494]\n","beta: [ 4.         12.20578494]\n","delta: [ 4.         12.20578494]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8087 - mape: 10.8087\n","15/15 [==============================] - 0s 2ms/step - loss: 11.6546 - mape: 11.6546\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4309 - mape: 10.4309\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9285 - mape: 9.9285\n","15/15 [==============================] - 0s 2ms/step - loss: 11.5059 - mape: 11.5059\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0585 - mape: 10.0585\n","15/15 [==============================] - 0s 1ms/step - loss: 10.7287 - mape: 10.7287\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4516 - mape: 10.4516\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acb2dd0\u003e]\n","\n","Iteration: 10\n","alpha: [ 4.         12.20578494]\n","beta: [ 4.         12.20578494]\n","delta: [ 4.         12.20578494]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1969 - mape: 10.1969\n","15/15 [==============================] - 0s 2ms/step - loss: 10.9826 - mape: 10.9826\n","15/15 [==============================] - 0s 2ms/step - loss: 11.5003 - mape: 11.5003\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6186 - mape: 10.6186\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7623 - mape: 10.7623\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2767 - mape: 10.2767\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9797 - mape: 9.9797\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5685 - mape: 10.5685\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acb2dd0\u003e]\n","\n","Iteration: 11\n","alpha: [ 4.         12.20578494]\n","beta: [ 4.         12.20578494]\n","delta: [ 4.         12.20578494]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1689 - mape: 11.1689\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7027 - mape: 10.7027\n","15/15 [==============================] - 0s 2ms/step - loss: 10.9527 - mape: 10.9527\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7271 - mape: 10.7271\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3157 - mape: 10.3157\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0859 - mape: 11.0859\n","15/15 [==============================] - 0s 1ms/step - loss: 10.3986 - mape: 10.3986\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7834 - mape: 10.7834\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acb2dd0\u003e]\n","\n","Iteration: 12\n","alpha: [ 4.         12.20578494]\n","beta: [ 4.         12.20578494]\n","delta: [ 4.         12.20578494]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.7231 - mape: 11.7231\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5758 - mape: 10.5758\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7716 - mape: 10.7716\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3290 - mape: 10.3290\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1364 - mape: 11.1364\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4558 - mape: 10.4558\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0848 - mape: 10.0848\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9216 - mape: 9.9216\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acb2dd0\u003e]\n","\n","Iteration: 13\n","alpha: [ 4.         12.20578494]\n","beta: [ 4.         12.20578494]\n","delta: [ 4.         12.20578494]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.8321 - mape: 11.8321\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0478 - mape: 10.0478\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9915 - mape: 9.9915\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0209 - mape: 11.0209\n","15/15 [==============================] - 0s 2ms/step - loss: 10.9359 - mape: 10.9359\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3796 - mape: 11.3796\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0842 - mape: 11.0842\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1115 - mape: 10.1115\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acb2dd0\u003e]\n","\n","Iteration: 14\n","alpha: [ 4.         12.20578494]\n","beta: [ 4.         12.20578494]\n","delta: [ 4.         12.20578494]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.5468 - mape: 11.5468\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3992 - mape: 11.3992\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4523 - mape: 10.4523\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7683 - mape: 9.7683\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3094 - mape: 10.3094\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3111 - mape: 10.3111\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4913 - mape: 10.4913\n","15/15 [==============================] - 0s 2ms/step - loss: 11.7461 - mape: 11.7461\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acb2dd0\u003e]\n","\n","Iteration: 15\n","alpha: [ 4.         12.20578494]\n","beta: [ 4.         12.20578494]\n","delta: [ 4.         12.20578494]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.5753 - mape: 11.5753\n","15/15 [==============================] - 0s 2ms/step - loss: 11.2498 - mape: 11.2498\n","15/15 [==============================] - 0s 2ms/step - loss: 11.5077 - mape: 11.5077\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0031 - mape: 10.0031\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0027 - mape: 10.0027\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0721 - mape: 10.0721\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4765 - mape: 10.4765\n","15/15 [==============================] - 0s 2ms/step - loss: 11.5946 - mape: 11.5946\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acb2dd0\u003e]\n","\n","Iteration: 16\n","alpha: [ 4.         12.20578494]\n","beta: [ 4.         12.20578494]\n","delta: [ 4.         12.20578494]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.9907 - mape: 10.9907\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9427 - mape: 9.9427\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7756 - mape: 10.7756\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0601 - mape: 10.0601\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1080 - mape: 11.1080\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0855 - mape: 11.0855\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1228 - mape: 10.1228\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8892 - mape: 9.8892\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acb2dd0\u003e]\n","\n","Iteration: 17\n","alpha: [ 4.         12.20578494]\n","beta: [ 4.         12.20578494]\n","delta: [ 4.         12.20578494]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7551 - mape: 10.7551\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6620 - mape: 10.6620\n","15/15 [==============================] - 0s 2ms/step - loss: 12.1174 - mape: 12.1174\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3935 - mape: 11.3935\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0829 - mape: 10.0829\n","15/15 [==============================] - 0s 2ms/step - loss: 11.8369 - mape: 11.8369\n","15/15 [==============================] - 0s 2ms/step - loss: 11.5543 - mape: 11.5543\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2278 - mape: 10.2278\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acb2dd0\u003e]\n","\n","Iteration: 18\n","alpha: [ 4.         12.20578494]\n","beta: [ 4.         12.20578494]\n","delta: [ 4.         12.20578494]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8086 - mape: 9.8086\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3507 - mape: 11.3507\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6000 - mape: 10.6000\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8545 - mape: 9.8545\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3539 - mape: 11.3539\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1160 - mape: 10.1160\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4276 - mape: 10.4276\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6436 - mape: 10.6436\n","[1.]\n","[1.]\n","[1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acb2dd0\u003e]\n","\n","Iteration: 19\n","alpha: [ 4.         12.20578494]\n","beta: [ 4.         12.20578494]\n","delta: [ 4.         12.20578494]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.7268 - mape: 11.7268\n","15/15 [==============================] - 0s 2ms/step - loss: 11.2764 - mape: 11.2764\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9707 - mape: 9.9707\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1438 - mape: 10.1438\n","15/15 [==============================] - 0s 2ms/step - loss: 12.5627 - mape: 12.5627\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5899 - mape: 10.5899\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1186 - mape: 10.1186\n","15/15 [==============================] - 0s 2ms/step - loss: 11.7269 - mape: 11.7269\n","[1. 1.]\n","[1. 1.]\n","[1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adcee50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c8aed0\u003e]\n","[1.]\n","\n","Iteration: 20\n","alpha: [ 4.         12.19615103]\n","beta: [ 3.         12.71195982]\n","delta: [ 4.         12.19615103]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.9916 - mape: 10.9916\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0195 - mape: 10.0195\n","15/15 [==============================] - 0s 3ms/step - loss: 10.8151 - mape: 10.8151\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0706 - mape: 10.0706\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9546 - mape: 9.9546\n","15/15 [==============================] - 0s 1ms/step - loss: 10.1444 - mape: 10.1444\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1866 - mape: 10.1866\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6460 - mape: 10.6460\n","[1. 1.]\n","[1. 1.]\n","[1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adcee50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14134c7dd0\u003e]\n","[1.]\n","\n","Iteration: 21\n","alpha: [ 4.         12.19615103]\n","beta: [ 4.         12.23258056]\n","delta: [ 4.         12.19615103]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0867 - mape: 11.0867\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4497 - mape: 10.4497\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8952 - mape: 9.8952\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1358 - mape: 11.1358\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4249 - mape: 9.4249\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2793 - mape: 10.2793\n","15/15 [==============================] - 0s 2ms/step - loss: 11.6205 - mape: 11.6205\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3624 - mape: 10.3624\n","[1. 1.]\n","[1. 1.]\n","[1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14134c7dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adcee50\u003e]\n","[1.]\n","\n","Iteration: 22\n","alpha: [ 4.         12.19615103]\n","beta: [ 4.         12.23258056]\n","delta: [ 4.         12.23258056]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7713 - mape: 10.7713\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4359 - mape: 10.4359\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7344 - mape: 10.7344\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4182 - mape: 10.4182\n","15/15 [==============================] - 0s 2ms/step - loss: 11.4861 - mape: 11.4861\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3071 - mape: 11.3071\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2139 - mape: 10.2139\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8872 - mape: 9.8872\n","[1. 1.]\n","[1. 1.]\n","[1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14134c7dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adcee50\u003e]\n","[1.]\n","\n","Iteration: 23\n","alpha: [ 4.         12.23258056]\n","beta: [ 4.         12.19615103]\n","delta: [ 4.         12.23258056]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8585 - mape: 10.8585\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3060 - mape: 11.3060\n","15/15 [==============================] - 0s 2ms/step - loss: 10.9688 - mape: 10.9688\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3363 - mape: 10.3363\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5466 - mape: 10.5466\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8719 - mape: 9.8719\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8698 - mape: 9.8698\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0761 - mape: 11.0761\n","[1. 1.]\n","[1. 1.]\n","[1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adcee50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14134c7dd0\u003e]\n","[1.]\n","\n","Iteration: 24\n","alpha: [ 4.         12.19615103]\n","beta: [ 4.         12.23258056]\n","delta: [ 4.         12.19615103]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0528 - mape: 10.0528\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6641 - mape: 10.6641\n","15/15 [==============================] - 0s 2ms/step - loss: 12.1281 - mape: 12.1281\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7751 - mape: 10.7751\n","15/15 [==============================] - 0s 2ms/step - loss: 10.9572 - mape: 10.9572\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2184 - mape: 10.2184\n","15/15 [==============================] - 0s 2ms/step - loss: 10.9584 - mape: 10.9584\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4014 - mape: 10.4014\n","[1. 1.]\n","[1. 1.]\n","[1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14134c7dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adcee50\u003e]\n","[1.]\n","\n","Iteration: 25\n","alpha: [ 4.         12.19615103]\n","beta: [ 4.         12.23258056]\n","delta: [ 4.         12.23258056]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0229 - mape: 11.0229\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3994 - mape: 11.3994\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1550 - mape: 11.1550\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6109 - mape: 10.6109\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1279 - mape: 10.1279\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7988 - mape: 10.7988\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5508 - mape: 10.5508\n","15/15 [==============================] - 0s 2ms/step - loss: 11.7498 - mape: 11.7498\n","[1. 1.]\n","[1. 1.]\n","[1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14134c7dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adcee50\u003e]\n","[1.]\n","\n","Iteration: 26\n","alpha: [ 4.         12.19615103]\n","beta: [ 4.         12.23258056]\n","delta: [ 4.         12.19615103]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.7293 - mape: 11.7293\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1398 - mape: 10.1398\n","15/15 [==============================] - 0s 2ms/step - loss: 11.2381 - mape: 11.2381\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4784 - mape: 10.4784\n","15/15 [==============================] - 0s 2ms/step - loss: 11.2406 - mape: 11.2406\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0024 - mape: 10.0024\n","15/15 [==============================] - 0s 2ms/step - loss: 11.4084 - mape: 11.4084\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8264 - mape: 10.8264\n","[1. 1.]\n","[1. 1.]\n","[1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14134c7dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adcee50\u003e]\n","[1.]\n","\n","Iteration: 27\n","alpha: [ 4.         12.19615103]\n","beta: [ 4.         12.23258056]\n","delta: [ 4.         12.19615103]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0229 - mape: 11.0229\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2023 - mape: 10.2023\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1917 - mape: 10.1917\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3119 - mape: 10.3119\n","15/15 [==============================] - 0s 2ms/step - loss: 11.4231 - mape: 11.4231\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3250 - mape: 11.3250\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8404 - mape: 9.8404\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5367 - mape: 10.5367\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adcee50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c8ae10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac4a490\u003e]\n","[1. 1.]\n","\n","Iteration: 28\n","alpha: [ 3.         12.41869246]\n","beta: [ 4.         12.22041771]\n","delta: [ 4.         12.19615103]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.9338 - mape: 11.9338\n","15/15 [==============================] - 0s 2ms/step - loss: 11.2734 - mape: 11.2734\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8413 - mape: 9.8413\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2642 - mape: 10.2642\n","15/15 [==============================] - 0s 2ms/step - loss: 11.2839 - mape: 11.2839\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1105 - mape: 10.1105\n","15/15 [==============================] - 0s 2ms/step - loss: 11.7964 - mape: 11.7964\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4603 - mape: 10.4603\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adcee50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac4a490\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3785d0\u003e]\n","[1. 1.]\n","\n","Iteration: 29\n","alpha: [ 4.         12.22041771]\n","beta: [ 4.         12.19615103]\n","delta: [ 4.         12.22041771]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9706 - mape: 9.9706\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4476 - mape: 10.4476\n","15/15 [==============================] - 0s 2ms/step - loss: 11.2997 - mape: 11.2997\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5050 - mape: 10.5050\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3966 - mape: 9.3966\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3826 - mape: 11.3826\n","15/15 [==============================] - 0s 2ms/step - loss: 11.6563 - mape: 11.6563\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1024 - mape: 10.1024\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adcee50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3785d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac4a490\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c8ae10\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 30\n","alpha: [ 3.         12.31242314]\n","beta: [ 4.         12.22041771]\n","delta: [ 5.         12.17540667]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2725 - mape: 9.2725\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6713 - mape: 10.6713\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9700 - mape: 9.9700\n","15/15 [==============================] - 0s 2ms/step - loss: 11.4453 - mape: 11.4453\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8366 - mape: 9.8366\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1828 - mape: 10.1828\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1211 - mape: 10.1211\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1415 - mape: 10.1415\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adcee50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c8ae10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3785d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac4a490\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 31\n","alpha: [ 4.         12.22041771]\n","beta: [ 3.         12.31242314]\n","delta: [ 4.         12.47656897]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3137 - mape: 9.3137\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4770 - mape: 10.4770\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4502 - mape: 10.4502\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8822 - mape: 10.8822\n","15/15 [==============================] - 0s 2ms/step - loss: 12.1042 - mape: 12.1042\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0738 - mape: 10.0738\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9554 - mape: 9.9554\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3157 - mape: 11.3157\n","[1. 2. 1.]\n","[1. 2. 1.]\n","[1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411c8ae10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac4a490\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3785d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 32\n","alpha: [ 4.         12.22041771]\n","beta: [ 3.         12.31242314]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3070 - mape: 9.3070\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8001 - mape: 9.8001\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0169 - mape: 10.0169\n","15/15 [==============================] - 0s 2ms/step - loss: 11.4150 - mape: 11.4150\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4416 - mape: 10.4416\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0735 - mape: 11.0735\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8041 - mape: 10.8041\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2818 - mape: 10.2818\n","[2. 1. 1.]\n","[2. 1. 1.]\n","[2. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac4a490\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3785d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406547f90\u003e]\n","[2. 1.]\n","[2.]\n","\n","Iteration: 33\n","alpha: [ 4.         12.22041771]\n","beta: [ 4.         12.10416054]\n","delta: [ 3.         12.31854211]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3349 - mape: 11.3349\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0674 - mape: 10.0674\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0066 - mape: 11.0066\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8275 - mape: 9.8275\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9286 - mape: 9.9286\n","15/15 [==============================] - 0s 2ms/step - loss: 11.4862 - mape: 11.4862\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1349 - mape: 10.1349\n","15/15 [==============================] - 0s 3ms/step - loss: 10.2358 - mape: 10.2358\n","[2. 1. 1.]\n","[2. 1. 1.]\n","[2. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a3785d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406547f90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac4a490\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e]\n","[2. 1.]\n","[2.]\n","\n","Iteration: 34\n","alpha: [ 4.         12.22041771]\n","beta: [ 4.         12.10416054]\n","delta: [ 3.         12.31242314]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2103 - mape: 10.2103\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8988 - mape: 9.8988\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7065 - mape: 10.7065\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5186 - mape: 10.5186\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7229 - mape: 10.7229\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6902 - mape: 10.6902\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0486 - mape: 11.0486\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2626 - mape: 10.2626\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1406547f90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac4a490\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130336d0\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 35\n","alpha: [ 3.         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object at 0x7f14130336d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acdda10\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 36\n","alpha: [ 3.        12.2592373]\n","beta: [ 4.         12.10416054]\n","delta: [ 3.         12.31179832]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4300 - mape: 10.4300\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0181 - mape: 10.0181\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4851 - mape: 10.4851\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3390 - mape: 11.3390\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6350 - mape: 10.6350\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4819 - mape: 10.4819\n","15/15 [==============================] - 0s 2ms/step - loss: 11.6150 - mape: 11.6150\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4290 - mape: 10.4290\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ac4a490\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acdda10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130336d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 37\n","alpha: [ 4.         12.10416054]\n","beta: [ 3.         12.31179832]\n","delta: [ 4.         12.22041771]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0743 - mape: 11.0743\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7493 - mape: 10.7493\n","15/15 [==============================] - 0s 2ms/step - loss: 11.4394 - mape: 11.4394\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1720 - mape: 10.1720\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3314 - mape: 11.3314\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8712 - mape: 10.8712\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1874 - mape: 11.1874\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0947 - mape: 10.0947\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ac4a490\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130336d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acdda10\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 38\n","alpha: [ 4.         12.22041771]\n","beta: [ 3.        12.2592373]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6597 - mape: 10.6597\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1834 - mape: 10.1834\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0814 - mape: 10.0814\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6107 - mape: 10.6107\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0778 - mape: 10.0778\n","15/15 [==============================] - 0s 2ms/step - loss: 11.8382 - mape: 11.8382\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2251 - mape: 10.2251\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7955 - mape: 9.7955\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acdda10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac4a490\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130336d0\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 39\n","alpha: [ 3.        12.2592373]\n","beta: [ 3.         12.31179832]\n","delta: [ 4.         12.22041771]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0537 - mape: 11.0537\n","15/15 [==============================] - 0s 2ms/step - loss: 11.5164 - mape: 11.5164\n","15/15 [==============================] - 0s 2ms/step - loss: 11.9726 - mape: 11.9726\n","15/15 [==============================] - 0s 2ms/step - loss: 12.2930 - mape: 12.2930\n","15/15 [==============================] - 0s 2ms/step - loss: 11.7365 - mape: 11.7365\n","15/15 [==============================] - 0s 3ms/step - loss: 9.7081 - mape: 9.7081\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1547 - mape: 11.1547\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3497 - mape: 9.3497\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac4a490\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130336d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acdda10\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 40\n","alpha: [ 3.         12.31179832]\n","beta: [ 4.         12.22041771]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.5790 - mape: 11.5790\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2589 - mape: 10.2589\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3348 - mape: 11.3348\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2435 - mape: 10.2435\n","15/15 [==============================] - 0s 2ms/step - loss: 11.4599 - mape: 11.4599\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3709 - mape: 10.3709\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1558 - mape: 10.1558\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3296 - mape: 10.3296\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130336d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acdda10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac4a490\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 41\n","alpha: [ 3.        12.2592373]\n","beta: [ 4.         12.10416054]\n","delta: [ 3.         12.31179832]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0301 - mape: 10.0301\n","15/15 [==============================] - 0s 2ms/step - loss: 11.5762 - mape: 11.5762\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1967 - mape: 11.1967\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1147 - mape: 10.1147\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0365 - mape: 9.0365\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1238 - mape: 10.1238\n","15/15 [==============================] - 0s 1ms/step - loss: 10.2838 - mape: 10.2838\n","15/15 [==============================] - 0s 2ms/step - loss: 11.2699 - mape: 11.2699\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acdda10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac4a490\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130336d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 42\n","alpha: [ 3.        12.2592373]\n","beta: [ 4.         12.22041771]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 1ms/step - loss: 9.9522 - mape: 9.9522\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9323 - mape: 9.9323\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9858 - mape: 9.9858\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7750 - mape: 9.7750\n","15/15 [==============================] - 0s 2ms/step - loss: 11.5850 - mape: 11.5850\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7329 - mape: 10.7329\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6781 - mape: 10.6781\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2146 - mape: 10.2146\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acdda10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130336d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac4a490\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 43\n","alpha: [ 3.        12.2592373]\n","beta: [ 4.         12.22041771]\n","delta: [ 3.         12.31179832]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2013 - mape: 10.2013\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7012 - mape: 10.7012\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0647 - mape: 11.0647\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9928 - mape: 9.9928\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9832 - mape: 9.9832\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3435 - mape: 11.3435\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9025 - mape: 9.9025\n","15/15 [==============================] - 0s 1ms/step - loss: 11.6034 - mape: 11.6034\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acdda10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130336d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac4a490\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 44\n","alpha: [ 4.         12.10416054]\n","beta: [ 4.         12.22041771]\n","delta: [ 3.         12.31179832]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4454 - mape: 10.4454\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0539 - mape: 10.0539\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6164 - mape: 10.6164\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0437 - mape: 11.0437\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9635 - mape: 9.9635\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3108 - mape: 10.3108\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9131 - mape: 9.9131\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2694 - mape: 10.2694\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acdda10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130336d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac4a490\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 45\n","alpha: [ 3.        12.2592373]\n","beta: [ 3.         12.31179832]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.9612 - mape: 10.9612\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9251 - mape: 9.9251\n","15/15 [==============================] - 0s 2ms/step - loss: 11.4467 - mape: 11.4467\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8990 - mape: 9.8990\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9475 - mape: 9.9475\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2293 - mape: 10.2293\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8546 - mape: 9.8546\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9876 - mape: 9.9876\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130336d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acdda10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 46\n","alpha: [ 3.         12.14267343]\n","beta: [ 3.         12.31179832]\n","delta: [ 3.        12.2592373]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1694 - mape: 10.1694\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7052 - mape: 10.7052\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8176 - mape: 9.8176\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8882 - mape: 9.8882\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8651 - mape: 9.8651\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0351 - mape: 10.0351\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4637 - mape: 10.4637\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0488 - mape: 11.0488\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acdda10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 47\n","alpha: [ 3.         12.31179832]\n","beta: [ 3.         12.21749534]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0196 - mape: 10.0196\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3898 - mape: 10.3898\n","15/15 [==============================] - 0s 2ms/step - loss: 11.5444 - mape: 11.5444\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9897 - mape: 9.9897\n","15/15 [==============================] - 0s 2ms/step - loss: 11.2500 - mape: 11.2500\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9244 - mape: 9.9244\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7842 - mape: 10.7842\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8996 - mape: 9.8996\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acdda10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 48\n","alpha: [ 3.         12.21749534]\n","beta: [ 3.         12.14267343]\n","delta: [ 3.         12.31179832]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0511 - mape: 10.0511\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1939 - mape: 11.1939\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2038 - mape: 10.2038\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8079 - mape: 10.8079\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8880 - mape: 9.8880\n","15/15 [==============================] - 0s 1ms/step - loss: 10.2768 - mape: 10.2768\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1922 - mape: 10.1922\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1764 - mape: 10.1764\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 49\n","alpha: [ 3.         12.12656665]\n","beta: [ 3.         12.21749534]\n","delta: [ 3.         12.14267343]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9430 - mape: 9.9430\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8275 - mape: 10.8275\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9324 - mape: 9.9324\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1189 - mape: 10.1189\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8619 - mape: 9.8619\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3102 - mape: 10.3102\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1133 - mape: 11.1133\n","15/15 [==============================] - 0s 2ms/step - loss: 11.6978 - mape: 11.6978\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 50\n","alpha: [ 3.         12.12656665]\n","beta: [ 4.         12.10416054]\n","delta: [ 3.         12.21749534]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4767 - mape: 10.4767\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9866 - mape: 9.9866\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3600 - mape: 10.3600\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9267 - mape: 9.9267\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0431 - mape: 10.0431\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0308 - mape: 10.0308\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9632 - mape: 9.9632\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6920 - mape: 10.6920\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 51\n","alpha: [ 4.         12.10416054]\n","beta: [ 3.         12.14267343]\n","delta: [ 3.         12.12656665]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.7153 - mape: 11.7153\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6003 - mape: 10.6003\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2091 - mape: 10.2091\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9923 - mape: 9.9923\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0752 - mape: 10.0752\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9803 - mape: 9.9803\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9891 - mape: 9.9891\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9100 - mape: 9.9100\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c8ad50\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 52\n","alpha: [ 3.         12.21749534]\n","beta: [ 3.         12.12656665]\n","delta: [ 3.         12.14267343]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9099 - mape: 9.9099\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0795 - mape: 10.0795\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0356 - mape: 10.0356\n","15/15 [==============================] - 0s 2ms/step - loss: 9.5443 - mape: 9.5443\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1020 - mape: 10.1020\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9438 - mape: 9.9438\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0027 - mape: 10.0027\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7705 - mape: 10.7705\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c8ad50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 53\n","alpha: [ 3.         12.21749534]\n","beta: [ 3.         12.40468938]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4612 - mape: 10.4612\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9391 - mape: 9.9391\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8755 - mape: 9.8755\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7846 - mape: 9.7846\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8472 - mape: 9.8472\n","15/15 [==============================] - 0s 2ms/step - loss: 12.2257 - mape: 12.2257\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9868 - mape: 9.9868\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0336 - mape: 10.0336\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c8ad50\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 54\n","alpha: [ 3.         12.14267343]\n","beta: [ 4.         12.10416054]\n","delta: [ 3.         12.28146581]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3559 - mape: 10.3559\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8040 - mape: 9.8040\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0630 - mape: 10.0630\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2721 - mape: 10.2721\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3309 - mape: 11.3309\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5183 - mape: 10.5183\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0136 - mape: 11.0136\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2676 - mape: 10.2676\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c8ad50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 55\n","alpha: [ 4.         12.10416054]\n","beta: [ 3.         12.52972807]\n","delta: [ 3.         12.21749534]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0548 - mape: 10.0548\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9040 - mape: 9.9040\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3345 - mape: 10.3345\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8044 - mape: 9.8044\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0078 - mape: 11.0078\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9101 - mape: 9.9101\n","15/15 [==============================] - 0s 2ms/step - loss: 11.7829 - mape: 11.7829\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0726 - mape: 10.0726\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c8ad50\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 56\n","alpha: [ 4.         12.53621524]\n","beta: [ 3.         12.21749534]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3145 - mape: 10.3145\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8079 - mape: 9.8079\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2961 - mape: 10.2961\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9983 - mape: 9.9983\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8627 - mape: 9.8627\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0193 - mape: 10.0193\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0605 - mape: 11.0605\n","15/15 [==============================] - 0s 2ms/step - loss: 11.4909 - mape: 11.4909\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c8ad50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 57\n","alpha: [ 3.         12.12656665]\n","beta: [ 4.         12.10416054]\n","delta: [ 4.         12.75791297]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3545 - mape: 11.3545\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9852 - mape: 9.9852\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7744 - mape: 9.7744\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8639 - mape: 9.8639\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9948 - mape: 9.9948\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0059 - mape: 10.0059\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4402 - mape: 10.4402\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3297 - mape: 11.3297\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c8ad50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 58\n","alpha: [ 4.         12.10416054]\n","beta: [ 3.         12.54873807]\n","delta: [ 3.         12.21749534]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0742 - mape: 10.0742\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7962 - mape: 9.7962\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9276 - mape: 9.9276\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0006 - mape: 10.0006\n","15/15 [==============================] - 0s 2ms/step - loss: 9.6564 - mape: 9.6564\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3383 - mape: 11.3383\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0832 - mape: 10.0832\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2229 - mape: 10.2229\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c8ad50\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 59\n","alpha: [ 3.         12.21749534]\n","beta: [ 4.         12.10416054]\n","delta: [ 3.         12.50684122]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2978 - mape: 10.2978\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1737 - mape: 11.1737\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1121 - mape: 10.1121\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4940 - mape: 10.4940\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5395 - mape: 10.5395\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3214 - mape: 10.3214\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9449 - mape: 9.9449\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2526 - mape: 10.2526\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c8ad50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 60\n","alpha: [ 4.         12.10416054]\n","beta: [ 3.         12.21749534]\n","delta: [ 3.         12.91327558]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.9230 - mape: 10.9230\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9833 - mape: 9.9833\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0598 - mape: 10.0598\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8861 - mape: 9.8861\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1930 - mape: 11.1930\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9240 - mape: 9.9240\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3037 - mape: 10.3037\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6074 - mape: 10.6074\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c8ad50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 61\n","alpha: [ 3.         12.14267343]\n","beta: [ 3.         12.56092528]\n","delta: [ 3.         12.21749534]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0156 - mape: 10.0156\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9457 - mape: 9.9457\n","15/15 [==============================] - 0s 2ms/step - loss: 11.5341 - mape: 11.5341\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9015 - mape: 9.9015\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9024 - mape: 9.9024\n","15/15 [==============================] - 0s 3ms/step - loss: 9.8513 - mape: 9.8513\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9429 - mape: 9.9429\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9387 - mape: 9.9387\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c8ad50\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 62\n","alpha: [ 3.         12.53819844]\n","beta: [ 3.         12.21749534]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 12.0528 - mape: 12.0528\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0702 - mape: 10.0702\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9069 - mape: 9.9069\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3353 - mape: 10.3353\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3086 - mape: 11.3086\n","15/15 [==============================] - 0s 2ms/step - loss: 11.2154 - mape: 11.2154\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9404 - mape: 9.9404\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1369 - mape: 10.1369\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c8ad50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 63\n","alpha: [ 3.         12.12656665]\n","beta: [ 3.         12.14267343]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0874 - mape: 11.0874\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0534 - mape: 10.0534\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0397 - mape: 10.0397\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8740 - mape: 10.8740\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7697 - mape: 9.7697\n","15/15 [==============================] - 0s 3ms/step - loss: 10.1995 - mape: 10.1995\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8926 - mape: 9.8926\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0940 - mape: 10.0940\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 64\n","alpha: [ 3.         12.12656665]\n","beta: [ 4.         12.10416054]\n","delta: [ 3.         12.25267667]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1032 - mape: 11.1032\n","15/15 [==============================] - 0s 2ms/step - loss: 9.6340 - mape: 9.6340\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1249 - mape: 11.1249\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1265 - mape: 10.1265\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1996 - mape: 10.1996\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0521 - mape: 10.0521\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8973 - mape: 9.8973\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9983 - mape: 9.9983\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411bdd690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 65\n","alpha: [ 4.         12.10416054]\n","beta: [ 3.         12.14267343]\n","delta: [ 3.         12.21749534]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0018 - mape: 10.0018\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2048 - mape: 10.2048\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3163 - mape: 10.3163\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9488 - mape: 9.9488\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9254 - mape: 9.9254\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0411 - mape: 10.0411\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7472 - mape: 9.7472\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2472 - mape: 10.2472\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 66\n","alpha: [ 3.         12.25267667]\n","beta: [ 3.         12.14267343]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.9419 - mape: 10.9419\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2088 - mape: 9.2088\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8698 - mape: 10.8698\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9389 - mape: 9.9389\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9367 - mape: 9.9367\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0124 - mape: 10.0124\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5493 - mape: 10.5493\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0747 - mape: 10.0747\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 67\n","alpha: [ 4.         12.10416054]\n","beta: [ 3.         12.14267343]\n","delta: [ 3.         12.25267667]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0982 - mape: 10.0982\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9423 - mape: 9.9423\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1218 - mape: 11.1218\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9386 - mape: 9.9386\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9073 - mape: 9.9073\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9204 - mape: 9.9204\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9679 - mape: 9.9679\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9767 - mape: 9.9767\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 68\n","alpha: [ 4.         12.10416054]\n","beta: [ 3.         12.25267667]\n","delta: [ 3.         12.14267343]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1906 - mape: 10.1906\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9706 - mape: 9.9706\n","15/15 [==============================] - 0s 3ms/step - loss: 11.0203 - mape: 11.0203\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9768 - mape: 9.9768\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3512 - mape: 10.3512\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3035 - mape: 10.3035\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0263 - mape: 10.0263\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9288 - mape: 9.9288\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 69\n","alpha: [ 3.         12.14267343]\n","beta: [ 3.         12.25267667]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9408 - mape: 9.9408\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0571 - mape: 10.0571\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8426 - mape: 9.8426\n","15/15 [==============================] - 0s 2ms/step - loss: 10.9939 - mape: 10.9939\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2078 - mape: 10.2078\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1080 - mape: 10.1080\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0126 - mape: 10.0126\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8164 - mape: 10.8164\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 70\n","alpha: [ 3.         12.12656665]\n","beta: [ 3.         12.14267343]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1378 - mape: 10.1378\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0882 - mape: 10.0882\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9358 - mape: 9.9358\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8139 - mape: 9.8139\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9472 - mape: 9.9472\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9562 - mape: 9.9562\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8593 - mape: 9.8593\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4815 - mape: 10.4815\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 71\n","alpha: [ 3.         12.25267667]\n","beta: [ 3.         12.14267343]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0736 - mape: 10.0736\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7570 - mape: 10.7570\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8376 - mape: 10.8376\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5486 - mape: 10.5486\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0846 - mape: 10.0846\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2640 - mape: 10.2640\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0214 - mape: 10.0214\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9456 - mape: 9.9456\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 72\n","alpha: [ 3.         12.14267343]\n","beta: [ 4.         12.10416054]\n","delta: [ 3.         12.25267667]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.7782 - mape: 11.7782\n","15/15 [==============================] - 0s 2ms/step - loss: 12.0961 - mape: 12.0961\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8340 - mape: 10.8340\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1583 - mape: 10.1583\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8407 - mape: 9.8407\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0125 - mape: 10.0125\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1789 - mape: 10.1789\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8087 - mape: 10.8087\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 73\n","alpha: [ 4.         12.10416054]\n","beta: [ 3.         12.14267343]\n","delta: [ 3.         12.25267667]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9891 - mape: 9.9891\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9100 - mape: 9.9100\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0877 - mape: 10.0877\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2266 - mape: 10.2266\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1789 - mape: 10.1789\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0083 - mape: 10.0083\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7679 - mape: 10.7679\n","15/15 [==============================] - 0s 3ms/step - loss: 10.1377 - mape: 10.1377\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 74\n","alpha: [ 3.         12.14267343]\n","beta: [ 4.         12.10416054]\n","delta: [ 3.         12.25267667]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8610 - mape: 9.8610\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1381 - mape: 10.1381\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9969 - mape: 9.9969\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9011 - mape: 9.9011\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7184 - mape: 10.7184\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9969 - mape: 9.9969\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2241 - mape: 10.2241\n","15/15 [==============================] - 0s 2ms/step - loss: 12.1322 - mape: 12.1322\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 75\n","alpha: [ 4.         12.10416054]\n","beta: [ 3.         12.25267667]\n","delta: [ 3.         12.14267343]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9992 - mape: 9.9992\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8033 - mape: 9.8033\n","15/15 [==============================] - 0s 2ms/step - loss: 11.2521 - mape: 11.2521\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3991 - mape: 11.3991\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4379 - mape: 10.4379\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1186 - mape: 10.1186\n","15/15 [==============================] - 0s 2ms/step - loss: 11.5061 - mape: 11.5061\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0184 - mape: 11.0184\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 76\n","alpha: [ 3.         12.25267667]\n","beta: [ 4.         12.10416054]\n","delta: [ 3.         12.14267343]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9504 - mape: 9.9504\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5784 - mape: 10.5784\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9415 - mape: 9.9415\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0744 - mape: 11.0744\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0896 - mape: 10.0896\n","15/15 [==============================] - 0s 2ms/step - loss: 11.2110 - mape: 11.2110\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0292 - mape: 10.0292\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4439 - mape: 10.4439\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 77\n","alpha: [ 3.         12.25267667]\n","beta: [ 4.         12.10416054]\n","delta: [ 3.         12.14267343]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8006 - mape: 9.8006\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8369 - mape: 9.8369\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2633 - mape: 10.2633\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2829 - mape: 10.2829\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5707 - mape: 10.5707\n","15/15 [==============================] - 0s 2ms/step - loss: 11.0736 - mape: 11.0736\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3430 - mape: 10.3430\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8208 - mape: 10.8208\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 78\n","alpha: [ 3.         12.25267667]\n","beta: [ 3.         12.14267343]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9609 - mape: 9.9609\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7118 - mape: 10.7118\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2110 - mape: 10.2110\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5894 - mape: 10.5894\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8421 - mape: 9.8421\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9982 - mape: 9.9982\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1438 - mape: 10.1438\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6799 - mape: 10.6799\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 79\n","alpha: [ 3.         12.14267343]\n","beta: [ 3.         12.25267667]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9332 - mape: 9.9332\n","15/15 [==============================] - 0s 3ms/step - loss: 9.9677 - mape: 9.9677\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8518 - mape: 10.8518\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9987 - mape: 9.9987\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0577 - mape: 10.0577\n","15/15 [==============================] - 0s 2ms/step - loss: 9.2561 - mape: 9.2561\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1079 - mape: 10.1079\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1030 - mape: 10.1030\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 80\n","alpha: [ 4.         12.10416054]\n","beta: [ 3.         12.14267343]\n","delta: [ 3.         12.25267667]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0752 - mape: 10.0752\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9247 - mape: 9.9247\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9780 - mape: 9.9780\n","15/15 [==============================] - 0s 3ms/step - loss: 11.0224 - mape: 11.0224\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2082 - mape: 10.2082\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7684 - mape: 9.7684\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9702 - mape: 9.9702\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8932 - mape: 10.8932\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 81\n","alpha: [ 4.         12.10416054]\n","beta: [ 3.         12.25267667]\n","delta: [ 3.         12.14267343]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0858 - mape: 10.0858\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3184 - mape: 9.3184\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9239 - mape: 9.9239\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1677 - mape: 10.1677\n","15/15 [==============================] - 0s 2ms/step - loss: 11.1308 - mape: 11.1308\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7317 - mape: 9.7317\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6399 - mape: 10.6399\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9910 - mape: 9.9910\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 82\n","alpha: [ 3.         12.14267343]\n","beta: [ 4.         12.10416054]\n","delta: [ 3.         12.25267667]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8960 - mape: 9.8960\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0631 - mape: 10.0631\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9646 - mape: 9.9646\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8275 - mape: 9.8275\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2769 - mape: 10.2769\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1411 - mape: 10.1411\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5312 - mape: 10.5312\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0001 - mape: 10.0001\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 83\n","alpha: [ 3.         12.25267667]\n","beta: [ 4.         12.10416054]\n","delta: [ 3.         12.14267343]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8989 - mape: 9.8989\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0405 - mape: 10.0405\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0046 - mape: 10.0046\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9991 - mape: 9.9991\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9979 - mape: 9.9979\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8695 - mape: 9.8695\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9173 - mape: 9.9173\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4843 - mape: 10.4843\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c8110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 84\n","alpha: [ 3.         12.14267343]\n","beta: [ 4.         12.10416054]\n","delta: [ 3.         12.25267667]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9620 - mape: 9.9620\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5461 - mape: 10.5461\n","15/15 [==============================] - 0s 2ms/step - loss: 11.2211 - mape: 11.2211\n","15/15 [==============================] - 0s 2ms/step - loss: 12.1945 - mape: 12.1945\n","15/15 [==============================] - 0s 3ms/step - loss: 9.4949 - mape: 9.4949\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9745 - mape: 9.9745\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9820 - mape: 9.9820\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0866 - mape: 10.0866\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a25ea10\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 85\n","alpha: [ 2.         12.19446418]\n","beta: [ 3.         12.11668558]\n","delta: [ 3.         12.12656665]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9281 - mape: 9.9281\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0126 - mape: 10.0126\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9567 - mape: 9.9567\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7349 - mape: 9.7349\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1561 - mape: 10.1561\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9123 - mape: 9.9123\n","15/15 [==============================] - 0s 3ms/step - loss: 10.2138 - mape: 10.2138\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4407 - mape: 10.4407\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a25ea10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 86\n","alpha: [ 2.         12.19446418]\n","beta: [ 3.         12.12656665]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3828 - mape: 9.3828\n","15/15 [==============================] - 0s 2ms/step - loss: 11.3457 - mape: 11.3457\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5671 - mape: 10.5671\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8403 - mape: 9.8403\n","15/15 [==============================] - 0s 3ms/step - loss: 11.2392 - mape: 11.2392\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2658 - mape: 10.2658\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2495 - mape: 10.2495\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9209 - mape: 9.9209\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a25ea10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 87\n","alpha: [ 3.         12.11668558]\n","beta: [ 3.         12.14267343]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8924 - mape: 9.8924\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1066 - mape: 10.1066\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4535 - mape: 9.4535\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1055 - mape: 10.1055\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0438 - mape: 10.0438\n","15/15 [==============================] - 0s 2ms/step - loss: 10.8654 - mape: 10.8654\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9427 - mape: 9.9427\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0698 - mape: 10.0698\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a25ea10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 88\n","alpha: [ 3.         12.12656665]\n","beta: [ 3.         12.11668558]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9537 - mape: 9.9537\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8704 - mape: 9.8704\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1824 - mape: 10.1824\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9619 - mape: 9.9619\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0423 - mape: 10.0423\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1738 - mape: 10.1738\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3352 - mape: 10.3352\n","15/15 [==============================] - 0s 3ms/step - loss: 9.7722 - mape: 9.7722\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a25ea10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 89\n","alpha: [ 3.         12.14267343]\n","beta: [ 3.         12.12656665]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8945 - mape: 9.8945\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6967 - mape: 10.6967\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9267 - mape: 9.9267\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7769 - mape: 9.7769\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4284 - mape: 10.4284\n","15/15 [==============================] - 0s 2ms/step - loss: 11.6738 - mape: 11.6738\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2682 - mape: 10.2682\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3604 - mape: 10.3604\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a25ea10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 90\n","alpha: [ 3.         12.11668558]\n","beta: [ 3.         12.14267343]\n","delta: [ 2.         12.19446418]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4909 - mape: 10.4909\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8698 - mape: 9.8698\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7964 - mape: 10.7964\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7483 - mape: 10.7483\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8897 - mape: 9.8897\n","15/15 [==============================] - 0s 2ms/step - loss: 11.4701 - mape: 11.4701\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3681 - mape: 10.3681\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0168 - mape: 10.0168\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a22d850\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 91\n","alpha: [ 2.         12.12883719]\n","beta: [ 3.         12.14267343]\n","delta: [ 3.         12.11668558]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4380 - mape: 10.4380\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6090 - mape: 10.6090\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7057 - mape: 9.7057\n","15/15 [==============================] - 0s 2ms/step - loss: 9.8655 - mape: 9.8655\n","15/15 [==============================] - 0s 2ms/step - loss: 11.6112 - mape: 11.6112\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1616 - mape: 10.1616\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9284 - mape: 9.9284\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9549 - mape: 9.9549\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a22d850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 92\n","alpha: [ 3.         12.11668558]\n","beta: [ 3.         12.14267343]\n","delta: [ 2.         12.12883719]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0197 - mape: 10.0197\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6354 - mape: 10.6354\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9272 - mape: 9.9272\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0147 - mape: 10.0147\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0798 - mape: 10.0798\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0503 - mape: 10.0503\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9575 - mape: 9.9575\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0793 - mape: 10.0793\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a22d850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 93\n","alpha: [ 3.         12.14267343]\n","beta: [ 3.         12.11668558]\n","delta: [ 4.         12.10416054]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2379 - mape: 10.2379\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6821 - mape: 10.6821\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1393 - mape: 10.1393\n","15/15 [==============================] - 0s 2ms/step - loss: 11.9288 - mape: 11.9288\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4683 - mape: 10.4683\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9655 - mape: 9.9655\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4511 - mape: 10.4511\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6438 - mape: 10.6438\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a22d850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 94\n","alpha: [ 3.         12.11668558]\n","beta: [ 4.         12.10416054]\n","delta: [ 3.         12.14267343]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0879 - mape: 10.0879\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9555 - mape: 9.9555\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9158 - mape: 9.9158\n","15/15 [==============================] - 0s 2ms/step - loss: 12.2130 - mape: 12.2130\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1520 - mape: 10.1520\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0467 - mape: 10.0467\n","15/15 [==============================] - 0s 2ms/step - loss: 11.4903 - mape: 11.4903\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7535 - mape: 9.7535\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a22d850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 95\n","alpha: [ 3.         12.12656665]\n","beta: [ 2.         12.12883719]\n","delta: [ 3.         12.14267343]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.5479 - mape: 11.5479\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0830 - mape: 10.0830\n","15/15 [==============================] - 0s 2ms/step - loss: 11.6361 - mape: 11.6361\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2527 - mape: 10.2527\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1253 - mape: 10.1253\n","15/15 [==============================] - 0s 2ms/step - loss: 10.5078 - mape: 10.5078\n","15/15 [==============================] - 0s 2ms/step - loss: 11.5628 - mape: 11.5628\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0829 - mape: 10.0829\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a22d850\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 96\n","alpha: [ 3.         12.11668558]\n","beta: [ 3.         12.12656665]\n","delta: [ 3.         12.14267343]\n","15/15 [==============================] - 0s 2ms/step - loss: 9.0808 - mape: 9.0808\n","15/15 [==============================] - 0s 2ms/step - loss: 9.4399 - mape: 9.4399\n","15/15 [==============================] - 0s 3ms/step - loss: 10.1030 - mape: 10.1030\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3331 - mape: 9.3331\n","15/15 [==============================] - 0s 2ms/step - loss: 10.6210 - mape: 10.6210\n","15/15 [==============================] - 0s 2ms/step - loss: 10.7693 - mape: 10.7693\n","15/15 [==============================] - 0s 2ms/step - loss: 10.3649 - mape: 10.3649\n","15/15 [==============================] - 0s 2ms/step - loss: 11.5951 - mape: 11.5951\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a22d850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 97\n","alpha: [ 3.         12.12656665]\n","beta: [ 2.         12.12883719]\n","delta: [ 3.         12.11668558]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0347 - mape: 10.0347\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9358 - mape: 9.9358\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9969 - mape: 9.9969\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9699 - mape: 9.9699\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0189 - mape: 10.0189\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2490 - mape: 10.2490\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0371 - mape: 10.0371\n","15/15 [==============================] - 0s 3ms/step - loss: 11.2556 - mape: 11.2556\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a22d850\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 98\n","alpha: [ 3.         12.11668558]\n","beta: [ 2.         12.12883719]\n","delta: [ 3.         12.14267343]\n","15/15 [==============================] - 0s 2ms/step - loss: 11.4102 - mape: 11.4102\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0461 - mape: 10.0461\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1811 - mape: 10.1811\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1946 - mape: 10.1946\n","15/15 [==============================] - 0s 2ms/step - loss: 9.7845 - mape: 9.7845\n","15/15 [==============================] - 0s 2ms/step - loss: 10.2350 - mape: 10.2350\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1944 - mape: 10.1944\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1408 - mape: 10.1408\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411d872d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42ebd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad2f650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413416d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a22d850\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 99\n","alpha: [ 3.         12.11668558]\n","beta: [ 3.         12.12656665]\n","delta: [ 3.         12.14267343]\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1684 - mape: 10.1684\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1660 - mape: 10.1660\n","15/15 [==============================] - 0s 2ms/step - loss: 10.4105 - mape: 10.4105\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0970 - mape: 10.0970\n","15/15 [==============================] - 0s 2ms/step - loss: 10.1816 - mape: 10.1816\n","15/15 [==============================] - 0s 2ms/step - loss: 10.0155 - mape: 10.0155\n","15/15 [==============================] - 0s 2ms/step - loss: 9.9886 - mape: 9.9886\n","15/15 [==============================] - 0s 2ms/step - loss: 9.3193 - mape: 9.3193\n"]}],"source":["bgwo.optimize()"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"2qKwNlvkChfE"},"outputs":[{"name":"stdout","output_type":"stream","text":["Dataset1\n","[ 3.         12.14267343] [0 0 1 0 1 0 1 0 0 0 0]\n","[ 4.         12.10416054] [0 0 1 0 1 1 1 0 0 0 0]\n","[ 2.         12.12883719] [0 0 0 0 1 0 1 0 0 0 0]\n","[ 3.         12.11668558] [0 0 1 0 1 0 1 0 0 0 0]\n","[ 3.         12.12656665] [0 0 1 0 1 0 1 0 0 0 0]\n"]}],"source":["print('Dataset1')\n","for nonD in bgwo.archive:\n","  print(nonD.cost, nonD.position)"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"wr6vjabr8vJc"},"outputs":[{"data":{"text/plain":["0.1"]},"execution_count":null,"metadata":{},"output_type":"execute_result"}],"source":["bgwo.alpha"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"4t5Hrh133t-l"},"outputs":[{"name":"stdout","output_type":"stream","text":["[ 3.         12.74358509] [0 0 1 0 1 0 1 0 0 0 0] True\n","[ 3.         12.33809095] [0 0 1 0 1 0 1 0 0 0 0] False\n","[ 3.         12.59929307] [0 0 1 0 1 0 1 0 0 0 0] True\n","[ 3.         12.47929541] [0 0 1 0 1 0 1 0 0 0 0] True\n","[ 3.         12.59476099] [0 0 1 0 1 0 1 0 0 0 0] True\n","[ 3.         12.72516193] [0 0 1 0 1 0 1 0 0 0 0] True\n","[ 3.         12.56551741] [0 0 1 0 1 0 1 0 0 0 0] True\n","[ 4.         12.96572393] [0 0 1 0 1 0 1 0 0 1 0] True\n"]}],"source":["for w in bgwo.greyWolves:\n","  print(w.cost, w.position, w.dominated)"]},{"cell_type":"markdown","metadata":{"id":"OgHaGTTXZm1K"},"source":["### Testing with all features"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"AlssGvWHCTWn"},"outputs":[],"source":["from ANN_Classifier_v2 import *"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"IXWyrxlrCwAd"},"outputs":[{"name":"stdout","output_type":"stream","text":["[1. 1. 1. 1. 1. 1. 1. 1. 1. 1. 1.]\n"]}],"source":["selected = np.ones(data.shape[1] - 1)\n","print(selected)"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"aJCcE1iDEDcb"},"outputs":[],"source":["ann_model = ANN(selected, data)\n","ann_model.train()"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"QS3A5I1yEz8h"},"outputs":[{"name":"stdout","output_type":"stream","text":["15/15 [==============================] - 0s 1ms/step - loss: 8.2928 - mape: 8.2928\n","12.744331102532449\n"]}],"source":["test_error = ann_model.test_error()\n","print(test_error)"]},{"cell_type":"markdown","metadata":{"id":"51bUGXq5t_m2"},"source":["#### DataSet2"]},{"cell_type":"code","execution_count":11,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":610,"status":"ok","timestamp":1631180915912,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"3H_fom1RFKiC","outputId":"070545e2-e920-43d6-bd74-6f3841753bb1"},"outputs":[{"data":{"text/plain":["\u003cbound method NDFrame.head of       0  1  2    3    4  5  6    7  8    9  10  11  12  target\n","0    34  1  1  118  182  0  2  174  0  0.0   1   0   3       1\n","1    53  1  4  140  203  1  2  155  1  3.1   3   0   7       2\n","2    61  1  1  134  234  0  0  145  0  2.6   2   2   3       2\n","3    68  1  3  118  277  0  0  151  0  1.0   1   1   7       1\n","4    54  1  4  122  286  0  2  116  1  3.2   2   2   3       2\n","..   .. .. ..  ...  ... .. ..  ... ..  ...  ..  ..  ..     ...\n","265  54  1  4  120  188  0  0  113  0  1.4   2   1   7       2\n","266  68  0  3  120  211  0  2  115  0  1.5   2   0   3       1\n","267  53  1  4  123  282  0  0   95  1  2.0   2   2   7       2\n","268  46  1  3  150  231  0  0  147  0  3.6   2   0   3       2\n","269  35  1  4  120  198  0  0  130  1  1.6   2   0   7       2\n","\n","[270 rows x 14 columns]\u003e"]},"execution_count":11,"metadata":{},"output_type":"execute_result"}],"source":["inFile2 = \"/content/gdrive/My Drive/GWO/Dataset/UCI_DATA/HeartEW/HeartEW-final.csv\"\n","data2 = pd.read_csv(inFile2)\n","data2 = data2.rename(columns={\"quality\": \"target\"})\n","data2.head"]},{"cell_type":"code","execution_count":12,"metadata":{"executionInfo":{"elapsed":9,"status":"ok","timestamp":1631180916620,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"g9xY2UK-uThi"},"outputs":[],"source":["def obj_fun2(sel_features):\n","  ann = ANN(sel_features, data2)\n","  ann.train()\n","  err = ann.test_error()\n","  no_of_features = np.count_nonzero(sel_features)\n","  return np.array([no_of_features, err])"]},{"cell_type":"code","execution_count":13,"metadata":{"executionInfo":{"elapsed":11,"status":"ok","timestamp":1631180918163,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"8BuFevjZua-3"},"outputs":[],"source":["bgwo2 = BMOGWO(dim=data2.shape[1] - 1, fobj = obj_fun2 , greyWolvesNum=8, archiveSize=50, maxIt= 100)"]},{"cell_type":"code","execution_count":14,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":1348468,"status":"ok","timestamp":1631182269327,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"OPXdkTuUugJ0","outputId":"84f4099a-1996-4bac-c805-f79448601c7a"},"outputs":[{"name":"stdout","output_type":"stream","text":["3/3 [==============================] - 0s 4ms/step - loss: 22.0996 - mape: 22.0996\n","3/3 [==============================] - 0s 4ms/step - loss: 18.2725 - mape: 18.2725\n","3/3 [==============================] - 0s 4ms/step - loss: 19.9886 - mape: 19.9886\n","3/3 [==============================] - 0s 4ms/step - loss: 14.7442 - mape: 14.7442\n","WARNING:tensorflow:5 out of the last 13 calls to \u003cfunction Model.make_test_function.\u003clocals\u003e.test_function at 0x7f140ace1c20\u003e triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has experimental_relax_shapes=True option that relaxes argument shapes that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for  more details.\n","3/3 [==============================] - 0s 6ms/step - loss: 17.0528 - mape: 17.0528\n","WARNING:tensorflow:5 out of the last 13 calls to \u003cfunction Model.make_predict_function.\u003clocals\u003e.predict_function at 0x7f140ac4a950\u003e triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has experimental_relax_shapes=True option that relaxes argument shapes that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for  more details.\n","WARNING:tensorflow:5 out of the last 13 calls to \u003cfunction Model.make_test_function.\u003clocals\u003e.test_function at 0x7f140a299560\u003e triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has experimental_relax_shapes=True option that relaxes argument shapes that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for  more details.\n","3/3 [==============================] - 0s 6ms/step - loss: 15.7117 - mape: 15.7117\n","WARNING:tensorflow:5 out of the last 13 calls to \u003cfunction Model.make_predict_function.\u003clocals\u003e.predict_function at 0x7f140a1c60e0\u003e triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has experimental_relax_shapes=True option that relaxes argument shapes that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for  more details.\n","3/3 [==============================] - 0s 6ms/step - loss: 26.7892 - mape: 26.7892\n","3/3 [==============================] - 0s 4ms/step - loss: 18.5372 - mape: 18.5372\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad39150\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad39510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e]\n","[1. 1.]\n","\n","Iteration: 0\n","alpha: [ 5.         38.54176859]\n","beta: [ 6.         34.87223226]\n","delta: [ 7.        30.6637662]\n","3/3 [==============================] - 0s 4ms/step - loss: 14.5906 - mape: 14.5906\n","3/3 [==============================] - 0s 5ms/step - loss: 18.1515 - mape: 18.1515\n","3/3 [==============================] - 0s 5ms/step - loss: 24.6993 - mape: 24.6993\n","3/3 [==============================] - 0s 5ms/step - loss: 17.4812 - mape: 17.4812\n","3/3 [==============================] - 0s 4ms/step - loss: 20.5166 - mape: 20.5166\n","3/3 [==============================] - 0s 4ms/step - loss: 23.1410 - mape: 23.1410\n","3/3 [==============================] - 0s 5ms/step - loss: 20.5394 - mape: 20.5394\n","3/3 [==============================] - 0s 3ms/step - loss: 20.7115 - mape: 20.7115\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad39510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad39150\u003e]\n","[1. 1.]\n","\n","Iteration: 1\n","alpha: [ 6.         34.87223226]\n","beta: [ 7.        30.6637662]\n","delta: [ 7.        30.6637662]\n","3/3 [==============================] - 0s 5ms/step - loss: 17.9945 - mape: 17.9945\n","3/3 [==============================] - 0s 4ms/step - loss: 19.8063 - mape: 19.8063\n","3/3 [==============================] - 0s 4ms/step - loss: 24.2884 - mape: 24.2884\n","3/3 [==============================] - 0s 4ms/step - loss: 18.8206 - mape: 18.8206\n","3/3 [==============================] - 0s 5ms/step - loss: 20.3721 - mape: 20.3721\n","3/3 [==============================] - 0s 4ms/step - loss: 16.9478 - mape: 16.9478\n","3/3 [==============================] - 0s 5ms/step - loss: 18.6807 - mape: 18.6807\n","3/3 [==============================] - 0s 4ms/step - loss: 22.6003 - mape: 22.6003\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad39150\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad39510\u003e]\n","[1. 1.]\n","\n","Iteration: 2\n","alpha: [ 5.         38.54176859]\n","beta: [ 7.        30.6637662]\n","delta: [ 5.         38.54176859]\n","3/3 [==============================] - 0s 4ms/step - loss: 27.2072 - mape: 27.2072\n","3/3 [==============================] - 0s 4ms/step - loss: 22.3215 - mape: 22.3215\n","3/3 [==============================] - 0s 7ms/step - loss: 18.8011 - mape: 18.8011\n","3/3 [==============================] - 0s 2ms/step - loss: 18.4474 - mape: 18.4474\n","3/3 [==============================] - 0s 4ms/step - loss: 23.7504 - mape: 23.7504\n","3/3 [==============================] - 0s 4ms/step - loss: 21.8703 - mape: 21.8703\n","3/3 [==============================] - 0s 4ms/step - loss: 24.8101 - mape: 24.8101\n","3/3 [==============================] - 0s 4ms/step - loss: 21.1845 - mape: 21.1845\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad39150\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fdc90\u003e]\n","[1. 1.]\n","\n","Iteration: 3\n","alpha: [ 5.         38.54176859]\n","beta: [ 7.        30.6637662]\n","delta: [ 5.         38.54176859]\n","3/3 [==============================] - 0s 4ms/step - loss: 22.6546 - mape: 22.6546\n","3/3 [==============================] - 0s 4ms/step - loss: 22.9099 - mape: 22.9099\n","3/3 [==============================] - 0s 5ms/step - loss: 21.0102 - mape: 21.0102\n","3/3 [==============================] - 0s 4ms/step - loss: 22.5471 - mape: 22.5471\n","3/3 [==============================] - 0s 4ms/step - loss: 19.0522 - mape: 19.0522\n","3/3 [==============================] - 0s 6ms/step - loss: 20.0929 - mape: 20.0929\n","3/3 [==============================] - 0s 5ms/step - loss: 19.2177 - mape: 19.2177\n","3/3 [==============================] - 0s 4ms/step - loss: 19.8438 - mape: 19.8438\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fdc90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad39150\u003e]\n","[1. 1.]\n","\n","Iteration: 4\n","alpha: [ 5.         38.54176859]\n","beta: [ 7.        30.6637662]\n","delta: [ 6.         33.16931891]\n","3/3 [==============================] - 0s 4ms/step - loss: 20.8625 - mape: 20.8625\n","3/3 [==============================] - 0s 4ms/step - loss: 19.4319 - mape: 19.4319\n","3/3 [==============================] - 0s 4ms/step - loss: 18.8747 - mape: 18.8747\n","3/3 [==============================] - 0s 5ms/step - loss: 25.1598 - mape: 25.1598\n","3/3 [==============================] - 0s 4ms/step - loss: 18.8766 - mape: 18.8766\n","3/3 [==============================] - 0s 4ms/step - loss: 20.8325 - mape: 20.8325\n","3/3 [==============================] - 0s 4ms/step - loss: 19.4437 - mape: 19.4437\n","3/3 [==============================] - 0s 5ms/step - loss: 19.1712 - mape: 19.1712\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fdc90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad39150\u003e]\n","[1. 1.]\n","\n","Iteration: 5\n","alpha: [ 7.        30.6637662]\n","beta: [ 6.         33.16931891]\n","delta: [ 7.        30.6637662]\n","3/3 [==============================] - 0s 4ms/step - loss: 21.9575 - mape: 21.9575\n","3/3 [==============================] - 0s 4ms/step - loss: 20.4551 - mape: 20.4551\n","3/3 [==============================] - 0s 6ms/step - loss: 24.5415 - mape: 24.5415\n","3/3 [==============================] - 0s 4ms/step - loss: 21.9602 - mape: 21.9602\n","3/3 [==============================] - 0s 5ms/step - loss: 19.2930 - mape: 19.2930\n","3/3 [==============================] - 0s 5ms/step - loss: 20.8017 - mape: 20.8017\n","3/3 [==============================] - 0s 4ms/step - loss: 21.7656 - mape: 21.7656\n","3/3 [==============================] - 0s 5ms/step - loss: 21.1196 - mape: 21.1196\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a0fdc90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad39150\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e]\n","[1. 1.]\n","\n","Iteration: 6\n","alpha: [ 6.         33.16931891]\n","beta: [ 5.         38.54176859]\n","delta: [ 6.         33.16931891]\n","3/3 [==============================] - 0s 5ms/step - loss: 17.1050 - mape: 17.1050\n","3/3 [==============================] - 0s 3ms/step - loss: 17.9484 - mape: 17.9484\n","3/3 [==============================] - 0s 5ms/step - loss: 25.2928 - mape: 25.2928\n","3/3 [==============================] - 0s 4ms/step - loss: 22.7990 - mape: 22.7990\n","3/3 [==============================] - 0s 4ms/step - loss: 18.8509 - mape: 18.8509\n","3/3 [==============================] - 0s 5ms/step - loss: 19.1641 - mape: 19.1641\n","3/3 [==============================] - 0s 3ms/step - loss: 16.2039 - mape: 16.2039\n","3/3 [==============================] - 0s 5ms/step - loss: 20.4106 - mape: 20.4106\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad39150\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fdc90\u003e]\n","[1. 1.]\n","\n","Iteration: 7\n","alpha: [ 5.         38.54176859]\n","beta: [ 7.        30.6637662]\n","delta: [ 5.         38.54176859]\n","3/3 [==============================] - 0s 4ms/step - loss: 20.7439 - mape: 20.7439\n","3/3 [==============================] - 0s 5ms/step - loss: 22.2684 - mape: 22.2684\n","3/3 [==============================] - 0s 4ms/step - loss: 19.8200 - mape: 19.8200\n","3/3 [==============================] - 0s 6ms/step - loss: 17.1572 - mape: 17.1572\n","3/3 [==============================] - 0s 4ms/step - loss: 20.4982 - mape: 20.4982\n","3/3 [==============================] - 0s 5ms/step - loss: 20.6783 - mape: 20.6783\n","3/3 [==============================] - 0s 6ms/step - loss: 20.6051 - mape: 20.6051\n","3/3 [==============================] - 0s 8ms/step - loss: 23.6940 - mape: 23.6940\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fdc90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42a810\u003e]\n","[1. 1.]\n","\n","Iteration: 8\n","alpha: [ 7.        30.6637662]\n","beta: [ 5.         33.79596283]\n","delta: [ 7.        30.6637662]\n","3/3 [==============================] - 0s 5ms/step - loss: 19.4347 - mape: 19.4347\n","3/3 [==============================] - 0s 4ms/step - loss: 22.8496 - mape: 22.8496\n","3/3 [==============================] - 0s 5ms/step - loss: 21.8258 - mape: 21.8258\n","3/3 [==============================] - 0s 5ms/step - loss: 15.5530 - mape: 15.5530\n","3/3 [==============================] - 0s 3ms/step - loss: 20.6046 - mape: 20.6046\n","3/3 [==============================] - 0s 5ms/step - loss: 19.9387 - mape: 19.9387\n","3/3 [==============================] - 0s 5ms/step - loss: 20.8416 - mape: 20.8416\n","3/3 [==============================] - 0s 5ms/step - loss: 18.8749 - mape: 18.8749\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a0fdc90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42a810\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e]\n","[1. 1.]\n","\n","Iteration: 9\n","alpha: [ 5.         33.79596283]\n","beta: [ 6.         33.16931891]\n","delta: [ 7.        30.6637662]\n","3/3 [==============================] - 0s 5ms/step - loss: 19.8862 - mape: 19.8862\n","3/3 [==============================] - 0s 7ms/step - loss: 22.3641 - mape: 22.3641\n","3/3 [==============================] - 0s 5ms/step - loss: 19.1630 - mape: 19.1630\n","3/3 [==============================] - 0s 5ms/step - loss: 27.5534 - mape: 27.5534\n","3/3 [==============================] - 0s 5ms/step - loss: 25.6379 - mape: 25.6379\n","3/3 [==============================] - 0s 5ms/step - loss: 21.0980 - mape: 21.0980\n","3/3 [==============================] - 0s 3ms/step - loss: 20.8784 - mape: 20.8784\n","3/3 [==============================] - 0s 6ms/step - loss: 19.6827 - mape: 19.6827\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a0fdc90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42a810\u003e]\n","[1. 1.]\n","\n","Iteration: 10\n","alpha: [ 6.         33.16931891]\n","beta: [ 7.        30.6637662]\n","delta: [ 7.        30.6637662]\n","3/3 [==============================] - 0s 2ms/step - loss: 23.0777 - mape: 23.0777\n","3/3 [==============================] - 0s 4ms/step - loss: 21.0284 - mape: 21.0284\n","3/3 [==============================] - 0s 5ms/step - loss: 21.8702 - mape: 21.8702\n","3/3 [==============================] - 0s 3ms/step - loss: 23.6883 - mape: 23.6883\n","3/3 [==============================] - 0s 5ms/step - loss: 19.5059 - mape: 19.5059\n","3/3 [==============================] - 0s 3ms/step - loss: 17.1510 - mape: 17.1510\n","3/3 [==============================] - 0s 5ms/step - loss: 16.6098 - mape: 16.6098\n","3/3 [==============================] - 0s 5ms/step - loss: 20.7445 - mape: 20.7445\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42a810\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fdc90\u003e]\n","[1. 1.]\n","\n","Iteration: 11\n","alpha: [ 5.         33.79596283]\n","beta: [ 7.        30.6637662]\n","delta: [ 5.         33.79596283]\n","3/3 [==============================] - 0s 5ms/step - loss: 19.9919 - mape: 19.9919\n","3/3 [==============================] - 0s 5ms/step - loss: 21.2144 - mape: 21.2144\n","3/3 [==============================] - 0s 4ms/step - loss: 14.0824 - mape: 14.0824\n","3/3 [==============================] - 0s 4ms/step - loss: 21.5267 - mape: 21.5267\n","3/3 [==============================] - 0s 3ms/step - loss: 21.4197 - mape: 21.4197\n","3/3 [==============================] - 0s 5ms/step - loss: 18.8879 - mape: 18.8879\n","3/3 [==============================] - 0s 3ms/step - loss: 24.5311 - mape: 24.5311\n","3/3 [==============================] - 0s 5ms/step - loss: 25.4522 - mape: 25.4522\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fdc90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42a810\u003e]\n","[1. 1.]\n","\n","Iteration: 12\n","alpha: [ 5.         33.79596283]\n","beta: [ 6.         33.16931891]\n","delta: [ 5.         33.79596283]\n","3/3 [==============================] - 0s 5ms/step - loss: 20.5773 - mape: 20.5773\n","3/3 [==============================] - 0s 5ms/step - loss: 17.9596 - mape: 17.9596\n","3/3 [==============================] - 0s 3ms/step - loss: 20.0660 - mape: 20.0660\n","3/3 [==============================] - 0s 4ms/step - loss: 20.4492 - mape: 20.4492\n","3/3 [==============================] - 0s 5ms/step - loss: 17.9805 - mape: 17.9805\n","3/3 [==============================] - 0s 4ms/step - loss: 17.0363 - mape: 17.0363\n","3/3 [==============================] - 0s 5ms/step - loss: 22.6018 - mape: 22.6018\n","3/3 [==============================] - 0s 3ms/step - loss: 18.5049 - mape: 18.5049\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fdc90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42a810\u003e]\n","[1. 1.]\n","\n","Iteration: 13\n","alpha: [ 5.         33.79596283]\n","beta: [ 7.        30.6637662]\n","delta: [ 5.         33.79596283]\n","3/3 [==============================] - 0s 11ms/step - loss: 15.0678 - mape: 15.0678\n","3/3 [==============================] - 0s 4ms/step - loss: 22.1497 - mape: 22.1497\n","3/3 [==============================] - 0s 4ms/step - loss: 17.7016 - mape: 17.7016\n","3/3 [==============================] - 0s 5ms/step - loss: 19.7352 - mape: 19.7352\n","3/3 [==============================] - 0s 5ms/step - loss: 19.3079 - mape: 19.3079\n","3/3 [==============================] - 0s 4ms/step - loss: 17.6124 - mape: 17.6124\n","3/3 [==============================] - 0s 3ms/step - loss: 19.2482 - mape: 19.2482\n","3/3 [==============================] - 0s 5ms/step - loss: 19.8533 - mape: 19.8533\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42a810\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141330df50\u003e]\n","[1. 1.]\n","\n","Iteration: 14\n","alpha: [ 7.        30.6637662]\n","beta: [ 4.         32.79954481]\n","delta: [ 7.        30.6637662]\n","3/3 [==============================] - 0s 4ms/step - loss: 16.3904 - mape: 16.3904\n","3/3 [==============================] - 0s 5ms/step - loss: 20.4103 - mape: 20.4103\n","3/3 [==============================] - 0s 8ms/step - loss: 20.5656 - mape: 20.5656\n","3/3 [==============================] - 0s 4ms/step - loss: 19.7932 - mape: 19.7932\n","3/3 [==============================] - 0s 5ms/step - loss: 22.1998 - mape: 22.1998\n","3/3 [==============================] - 0s 9ms/step - loss: 21.0453 - mape: 21.0453\n","3/3 [==============================] - 0s 4ms/step - loss: 13.4573 - mape: 13.4573\n","3/3 [==============================] - 0s 5ms/step - loss: 17.9414 - mape: 17.9414\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42a810\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141330df50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e]\n","[1. 1.]\n","\n","Iteration: 15\n","alpha: [ 7.        30.6637662]\n","beta: [ 5.         33.79596283]\n","delta: [ 7.        30.6637662]\n","3/3 [==============================] - 0s 4ms/step - loss: 28.1606 - mape: 28.1606\n","3/3 [==============================] - 0s 3ms/step - loss: 21.7910 - mape: 21.7910\n","3/3 [==============================] - 0s 3ms/step - loss: 20.7339 - mape: 20.7339\n","3/3 [==============================] - 0s 5ms/step - loss: 20.3137 - mape: 20.3137\n","3/3 [==============================] - 0s 4ms/step - loss: 16.8766 - mape: 16.8766\n","3/3 [==============================] - 0s 6ms/step - loss: 14.6687 - mape: 14.6687\n","3/3 [==============================] - 0s 5ms/step - loss: 19.3489 - mape: 19.3489\n","3/3 [==============================] - 0s 3ms/step - loss: 16.5404 - mape: 16.5404\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42a810\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141330df50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e]\n","[1. 1.]\n","\n","Iteration: 16\n","alpha: [ 5.         33.79596283]\n","beta: [ 4.         32.79954481]\n","delta: [ 7.        30.6637662]\n","3/3 [==============================] - 0s 5ms/step - loss: 19.9406 - mape: 19.9406\n","3/3 [==============================] - 0s 6ms/step - loss: 21.1594 - mape: 21.1594\n","3/3 [==============================] - 0s 5ms/step - loss: 23.3422 - mape: 23.3422\n","3/3 [==============================] - 0s 5ms/step - loss: 17.4204 - mape: 17.4204\n","3/3 [==============================] - 0s 5ms/step - loss: 20.7831 - mape: 20.7831\n","3/3 [==============================] - 0s 4ms/step - loss: 21.8843 - mape: 21.8843\n","3/3 [==============================] - 0s 4ms/step - loss: 21.5057 - mape: 21.5057\n","3/3 [==============================] - 0s 4ms/step - loss: 20.8767 - mape: 20.8767\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141330df50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42a810\u003e]\n","[1. 1.]\n","\n","Iteration: 17\n","alpha: [ 4.         32.79954481]\n","beta: [ 5.         33.79596283]\n","delta: [ 7.        30.6637662]\n","3/3 [==============================] - 0s 4ms/step - loss: 18.1255 - mape: 18.1255\n","3/3 [==============================] - 0s 4ms/step - loss: 21.1080 - mape: 21.1080\n","3/3 [==============================] - 0s 3ms/step - loss: 18.7888 - mape: 18.7888\n","3/3 [==============================] - 0s 5ms/step - loss: 19.7589 - mape: 19.7589\n","3/3 [==============================] - 0s 4ms/step - loss: 23.3358 - mape: 23.3358\n","3/3 [==============================] - 0s 3ms/step - loss: 21.4106 - mape: 21.4106\n","3/3 [==============================] - 0s 3ms/step - loss: 18.3187 - mape: 18.3187\n","3/3 [==============================] - 0s 3ms/step - loss: 21.1040 - mape: 21.1040\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413574850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a42a810\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141330df50\u003e]\n","[1. 1.]\n","\n","Iteration: 18\n","alpha: [ 4.         32.79954481]\n","beta: [ 5.         33.79596283]\n","delta: [ 7.        30.6637662]\n","3/3 [==============================] - 0s 5ms/step - loss: 19.8603 - mape: 19.8603\n","3/3 [==============================] - 0s 5ms/step - loss: 17.0337 - mape: 17.0337\n","3/3 [==============================] - 0s 3ms/step - loss: 21.7222 - mape: 21.7222\n","3/3 [==============================] - 0s 5ms/step - loss: 18.8262 - mape: 18.8262\n","3/3 [==============================] - 0s 6ms/step - loss: 23.4692 - mape: 23.4692\n","3/3 [==============================] - 0s 3ms/step - loss: 16.4642 - mape: 16.4642\n","3/3 [==============================] - 0s 6ms/step - loss: 18.6948 - mape: 18.6948\n","3/3 [==============================] - 0s 3ms/step - loss: 16.5964 - mape: 16.5964\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a42a810\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141330df50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14097e6490\u003e]\n","[1. 1.]\n","\n","Iteration: 19\n","alpha: [ 4.         23.46924882]\n","beta: [ 4.         32.79954481]\n","delta: [ 4.         23.46924882]\n","3/3 [==============================] - 0s 6ms/step - loss: 14.7071 - mape: 14.7071\n","3/3 [==============================] - 0s 3ms/step - loss: 15.3200 - mape: 15.3200\n","3/3 [==============================] - 0s 5ms/step - loss: 16.4351 - mape: 16.4351\n","3/3 [==============================] - 0s 5ms/step - loss: 19.0250 - mape: 19.0250\n","3/3 [==============================] - 0s 6ms/step - loss: 15.2085 - mape: 15.2085\n","3/3 [==============================] - 0s 6ms/step - loss: 18.7680 - mape: 18.7680\n","3/3 [==============================] - 0s 5ms/step - loss: 18.9572 - mape: 18.9572\n","3/3 [==============================] - 0s 3ms/step - loss: 16.1578 - mape: 16.1578\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141330df50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14097e6490\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412dcd590\u003e]\n","[1. 1.]\n","\n","Iteration: 20\n","alpha: [ 4.         31.83609305]\n","beta: [ 4.         32.79954481]\n","delta: [ 4.         23.46924882]\n","3/3 [==============================] - 0s 5ms/step - loss: 15.1202 - mape: 15.1202\n","3/3 [==============================] - 0s 6ms/step - loss: 16.3989 - mape: 16.3989\n","3/3 [==============================] - 0s 4ms/step - loss: 14.6924 - mape: 14.6924\n","3/3 [==============================] - 0s 5ms/step - loss: 16.0082 - mape: 16.0082\n","3/3 [==============================] - 0s 3ms/step - loss: 15.1562 - mape: 15.1562\n","3/3 [==============================] - 0s 5ms/step - loss: 18.1392 - mape: 18.1392\n","3/3 [==============================] - 0s 4ms/step - loss: 18.2124 - mape: 18.2124\n","3/3 [==============================] - 0s 4ms/step - loss: 17.8392 - mape: 17.8392\n","[1. 2.]\n","[1. 2.]\n","[1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14097e6490\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412dcd590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141359ee90\u003e]\n","[2.]\n","\n","Iteration: 21\n","alpha: [ 4.         23.46924882]\n","beta: [ 4.         31.74812773]\n","delta: [ 4.         23.46924882]\n","3/3 [==============================] - 0s 4ms/step - loss: 15.6757 - mape: 15.6757\n","3/3 [==============================] - 0s 5ms/step - loss: 16.3006 - mape: 16.3006\n","3/3 [==============================] - 0s 3ms/step - loss: 17.2254 - mape: 17.2254\n","3/3 [==============================] - 0s 5ms/step - loss: 15.8443 - mape: 15.8443\n","3/3 [==============================] - 0s 5ms/step - loss: 15.5003 - mape: 15.5003\n","3/3 [==============================] - 0s 5ms/step - loss: 17.3110 - mape: 17.3110\n","3/3 [==============================] - 0s 3ms/step - loss: 17.2479 - mape: 17.2479\n","3/3 [==============================] - 0s 4ms/step - loss: 16.6803 - mape: 16.6803\n","[1. 2.]\n","[1. 2.]\n","[1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412dcd590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141359ee90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14097e6490\u003e]\n","[2.]\n","\n","Iteration: 22\n","alpha: [ 4.         23.46924882]\n","beta: [ 4.         31.83609305]\n","delta: [ 4.         23.46924882]\n","3/3 [==============================] - 0s 5ms/step - loss: 19.8931 - mape: 19.8931\n","3/3 [==============================] - 0s 8ms/step - loss: 22.2612 - mape: 22.2612\n","3/3 [==============================] - 0s 4ms/step - loss: 14.5689 - mape: 14.5689\n","3/3 [==============================] - 0s 5ms/step - loss: 17.4242 - mape: 17.4242\n","3/3 [==============================] - 0s 4ms/step - loss: 15.4817 - mape: 15.4817\n","3/3 [==============================] - 0s 5ms/step - loss: 15.7879 - mape: 15.7879\n","3/3 [==============================] - 0s 5ms/step - loss: 17.6370 - mape: 17.6370\n","3/3 [==============================] - 0s 5ms/step - loss: 17.9561 - mape: 17.9561\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141359ee90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14097e6490\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e]\n","[1. 1.]\n","\n","Iteration: 23\n","alpha: [ 4.         31.74812773]\n","beta: [ 4.         23.46924882]\n","delta: [ 4.         22.26124038]\n","3/3 [==============================] - 0s 6ms/step - loss: 17.6415 - mape: 17.6415\n","3/3 [==============================] - 0s 4ms/step - loss: 16.0632 - mape: 16.0632\n","3/3 [==============================] - 0s 4ms/step - loss: 17.8293 - mape: 17.8293\n","3/3 [==============================] - 0s 6ms/step - loss: 18.5930 - mape: 18.5930\n","3/3 [==============================] - 0s 5ms/step - loss: 20.3143 - mape: 20.3143\n","3/3 [==============================] - 0s 3ms/step - loss: 15.0346 - mape: 15.0346\n","3/3 [==============================] - 0s 5ms/step - loss: 16.1168 - mape: 16.1168\n","3/3 [==============================] - 0s 3ms/step - loss: 14.1552 - mape: 14.1552\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14097e6490\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141359ee90\u003e]\n","[1. 1.]\n","\n","Iteration: 24\n","alpha: [ 4.         31.74812773]\n","beta: [ 4.         23.46924882]\n","delta: [ 4.         22.26124038]\n","3/3 [==============================] - 0s 5ms/step - loss: 15.7111 - mape: 15.7111\n","3/3 [==============================] - 0s 3ms/step - loss: 15.9840 - mape: 15.9840\n","3/3 [==============================] - 0s 5ms/step - loss: 14.7297 - mape: 14.7297\n","3/3 [==============================] - 0s 3ms/step - loss: 16.2518 - mape: 16.2518\n","3/3 [==============================] - 0s 5ms/step - loss: 19.0735 - mape: 19.0735\n","3/3 [==============================] - 0s 4ms/step - loss: 15.2797 - mape: 15.2797\n","3/3 [==============================] - 0s 7ms/step - loss: 14.9092 - mape: 14.9092\n","3/3 [==============================] - 0s 5ms/step - loss: 16.8644 - mape: 16.8644\n","[1. 1. 1.]\n","[1. 1. 1.]\n","[1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14097e6490\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141359ee90\u003e]\n","[1. 1.]\n","\n","Iteration: 25\n","alpha: [ 4.         22.26124038]\n","beta: [ 4.         23.46924882]\n","delta: [ 4.         22.26124038]\n","3/3 [==============================] - 0s 3ms/step - loss: 22.6419 - mape: 22.6419\n","3/3 [==============================] - 0s 3ms/step - loss: 16.7433 - mape: 16.7433\n","3/3 [==============================] - 0s 4ms/step - loss: 21.2582 - mape: 21.2582\n","3/3 [==============================] - 0s 5ms/step - loss: 15.1086 - mape: 15.1086\n","3/3 [==============================] - 0s 4ms/step - loss: 15.3600 - mape: 15.3600\n","3/3 [==============================] - 0s 4ms/step - loss: 19.5387 - mape: 19.5387\n","3/3 [==============================] - 0s 5ms/step - loss: 16.0204 - mape: 16.0204\n","3/3 [==============================] - 0s 5ms/step - loss: 15.6717 - mape: 15.6717\n","[1. 2. 1.]\n","[1. 2. 1.]\n","[1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141359ee90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1417c035d0\u003e]\n","[1. 2.]\n","[1. 1.]\n","\n","Iteration: 26\n","alpha: [ 4.         31.74812773]\n","beta: [ 4.         22.64186968]\n","delta: [ 3.         32.42334345]\n","3/3 [==============================] - 0s 4ms/step - loss: 22.2265 - mape: 22.2265\n","3/3 [==============================] - 0s 4ms/step - loss: 19.6509 - mape: 19.6509\n","3/3 [==============================] - 0s 4ms/step - loss: 20.8135 - mape: 20.8135\n","3/3 [==============================] - 0s 5ms/step - loss: 19.6963 - mape: 19.6963\n","3/3 [==============================] - 0s 6ms/step - loss: 17.8028 - mape: 17.8028\n","3/3 [==============================] - 0s 5ms/step - loss: 15.7720 - mape: 15.7720\n","3/3 [==============================] - 0s 2ms/step - loss: 15.3671 - mape: 15.3671\n","3/3 [==============================] - 0s 5ms/step - loss: 16.0786 - mape: 16.0786\n","[1. 2. 1.]\n","[1. 2. 1.]\n","[1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141359ee90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132f2590\u003e]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 27\n","alpha: [ 4.         31.74812773]\n","beta: [ 3.         33.29859021]\n","delta: [ 4.         22.26124038]\n","3/3 [==============================] - 0s 4ms/step - loss: 17.2186 - mape: 17.2186\n","3/3 [==============================] - 0s 5ms/step - loss: 19.2403 - mape: 19.2403\n","3/3 [==============================] - 0s 5ms/step - loss: 16.5344 - mape: 16.5344\n","3/3 [==============================] - 0s 4ms/step - loss: 15.2426 - mape: 15.2426\n","3/3 [==============================] - 0s 5ms/step - loss: 19.9943 - mape: 19.9943\n","3/3 [==============================] - 0s 7ms/step - loss: 16.6738 - mape: 16.6738\n","3/3 [==============================] - 0s 4ms/step - loss: 15.2806 - mape: 15.2806\n","3/3 [==============================] - 0s 6ms/step - loss: 16.2270 - mape: 16.2270\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132f2590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c9fad0\u003e]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 28\n","alpha: [ 3.         31.62690648]\n","beta: [ 3.         33.29859021]\n","delta: [ 4.         22.64186968]\n","3/3 [==============================] - 0s 4ms/step - loss: 17.5793 - mape: 17.5793\n","3/3 [==============================] - 0s 6ms/step - loss: 21.1476 - mape: 21.1476\n","3/3 [==============================] - 0s 3ms/step - loss: 22.0121 - mape: 22.0121\n","3/3 [==============================] - 0s 3ms/step - loss: 16.8780 - mape: 16.8780\n","3/3 [==============================] - 0s 6ms/step - loss: 21.5321 - mape: 21.5321\n","3/3 [==============================] - 0s 4ms/step - loss: 22.2588 - mape: 22.2588\n","3/3 [==============================] - 0s 3ms/step - loss: 19.0166 - mape: 19.0166\n","3/3 [==============================] - 0s 5ms/step - loss: 24.0197 - mape: 24.0197\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132f2590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adaa610\u003e]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 29\n","alpha: [ 3.         33.29859021]\n","beta: [ 3.         30.31034794]\n","delta: [ 4.         22.26124038]\n","3/3 [==============================] - 0s 4ms/step - loss: 20.8551 - mape: 20.8551\n","3/3 [==============================] - 0s 5ms/step - loss: 21.3511 - mape: 21.3511\n","3/3 [==============================] - 0s 3ms/step - loss: 20.2837 - mape: 20.2837\n","3/3 [==============================] - 0s 4ms/step - loss: 17.0894 - mape: 17.0894\n","3/3 [==============================] - 0s 3ms/step - loss: 18.9863 - mape: 18.9863\n","3/3 [==============================] - 0s 3ms/step - loss: 22.3561 - mape: 22.3561\n","3/3 [==============================] - 0s 6ms/step - loss: 21.2516 - mape: 21.2516\n","3/3 [==============================] - 0s 5ms/step - loss: 20.3025 - mape: 20.3025\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adaa610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 30\n","alpha: [ 3.         25.53437817]\n","beta: [ 3.         30.31034794]\n","delta: [ 4.         22.26124038]\n","3/3 [==============================] - 0s 6ms/step - loss: 20.9069 - mape: 20.9069\n","3/3 [==============================] - 0s 5ms/step - loss: 23.7918 - mape: 23.7918\n","3/3 [==============================] - 0s 6ms/step - loss: 20.7752 - mape: 20.7752\n","3/3 [==============================] - 0s 6ms/step - loss: 15.0619 - mape: 15.0619\n","3/3 [==============================] - 0s 6ms/step - loss: 23.9151 - mape: 23.9151\n","3/3 [==============================] - 0s 6ms/step - loss: 21.2635 - mape: 21.2635\n","3/3 [==============================] - 0s 4ms/step - loss: 20.5046 - mape: 20.5046\n","3/3 [==============================] - 0s 3ms/step - loss: 18.5891 - mape: 18.5891\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adaa610\u003e]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 31\n","alpha: [ 3.         25.53437817]\n","beta: [ 3.         30.31034794]\n","delta: [ 4.         22.26124038]\n","3/3 [==============================] - 0s 4ms/step - loss: 21.1756 - mape: 21.1756\n","3/3 [==============================] - 0s 3ms/step - loss: 22.5818 - mape: 22.5818\n","3/3 [==============================] - 0s 5ms/step - loss: 21.9409 - mape: 21.9409\n","3/3 [==============================] - 0s 4ms/step - loss: 19.8934 - mape: 19.8934\n","3/3 [==============================] - 0s 5ms/step - loss: 21.2058 - mape: 21.2058\n","3/3 [==============================] - 0s 6ms/step - loss: 22.5727 - mape: 22.5727\n","3/3 [==============================] - 0s 6ms/step - loss: 22.1590 - mape: 22.1590\n","3/3 [==============================] - 0s 4ms/step - loss: 18.2104 - mape: 18.2104\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adaa610\u003e]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 32\n","alpha: [ 3.         25.53437817]\n","beta: [ 3.         30.31034794]\n","delta: [ 4.         22.64186968]\n","3/3 [==============================] - 0s 5ms/step - loss: 22.5680 - mape: 22.5680\n","3/3 [==============================] - 0s 5ms/step - loss: 19.9474 - mape: 19.9474\n","3/3 [==============================] - 0s 4ms/step - loss: 20.4037 - mape: 20.4037\n","3/3 [==============================] - 0s 4ms/step - loss: 19.7239 - mape: 19.7239\n","3/3 [==============================] - 0s 6ms/step - loss: 21.4352 - mape: 21.4352\n","3/3 [==============================] - 0s 6ms/step - loss: 21.6700 - mape: 21.6700\n","3/3 [==============================] - 0s 6ms/step - loss: 16.2765 - mape: 16.2765\n","3/3 [==============================] - 0s 5ms/step - loss: 20.4185 - mape: 20.4185\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adaa610\u003e]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 33\n","alpha: [ 3.         30.31034794]\n","beta: [ 3.         25.53437817]\n","delta: [ 4.         22.26124038]\n","3/3 [==============================] - 0s 3ms/step - loss: 21.7192 - mape: 21.7192\n","3/3 [==============================] - 0s 5ms/step - loss: 19.8709 - mape: 19.8709\n","3/3 [==============================] - 0s 7ms/step - loss: 20.7223 - mape: 20.7223\n","3/3 [==============================] - 0s 6ms/step - loss: 20.6896 - mape: 20.6896\n","3/3 [==============================] - 0s 4ms/step - loss: 21.9551 - mape: 21.9551\n","3/3 [==============================] - 0s 6ms/step - loss: 20.4506 - mape: 20.4506\n","3/3 [==============================] - 0s 4ms/step - loss: 18.8270 - mape: 18.8270\n","3/3 [==============================] - 0s 5ms/step - loss: 19.6511 - mape: 19.6511\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adaa610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 34\n","alpha: [ 3.         30.31034794]\n","beta: [ 3.         25.53437817]\n","delta: [ 4.         22.26124038]\n","3/3 [==============================] - 0s 7ms/step - loss: 21.0670 - mape: 21.0670\n","3/3 [==============================] - 0s 7ms/step - loss: 20.4493 - mape: 20.4493\n","3/3 [==============================] - 0s 6ms/step - loss: 22.4953 - mape: 22.4953\n","3/3 [==============================] - 0s 4ms/step - loss: 15.0442 - mape: 15.0442\n","3/3 [==============================] - 0s 5ms/step - loss: 22.1328 - mape: 22.1328\n","3/3 [==============================] - 0s 4ms/step - loss: 16.3247 - mape: 16.3247\n","3/3 [==============================] - 0s 9ms/step - loss: 15.4487 - mape: 15.4487\n","3/3 [==============================] - 0s 5ms/step - loss: 18.7350 - mape: 18.7350\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adaa610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e]\n","[1. 2.]\n","[1. 1.]\n","\n","Iteration: 35\n","alpha: [ 3.         30.31034794]\n","beta: [ 4.         22.64186968]\n","delta: [ 4.         22.26124038]\n","3/3 [==============================] - 0s 5ms/step - loss: 14.9970 - mape: 14.9970\n","3/3 [==============================] - 0s 6ms/step - loss: 16.3919 - mape: 16.3919\n","3/3 [==============================] - 0s 7ms/step - loss: 17.1410 - mape: 17.1410\n","3/3 [==============================] - 0s 4ms/step - loss: 17.5789 - mape: 17.5789\n","3/3 [==============================] - 0s 4ms/step - loss: 21.0300 - mape: 21.0300\n","3/3 [==============================] - 0s 4ms/step - loss: 14.6391 - mape: 14.6391\n","3/3 [==============================] - 0s 4ms/step - loss: 15.2796 - mape: 15.2796\n","3/3 [==============================] - 0s 5ms/step - loss: 19.1487 - mape: 19.1487\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adaa610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 36\n","alpha: [ 3.         30.31034794]\n","beta: [ 3.         25.53437817]\n","delta: [ 4.         22.64186968]\n","3/3 [==============================] - 0s 4ms/step - loss: 20.2960 - mape: 20.2960\n","3/3 [==============================] - 0s 6ms/step - loss: 23.0208 - mape: 23.0208\n","3/3 [==============================] - 0s 3ms/step - loss: 23.9999 - mape: 23.9999\n","3/3 [==============================] - 0s 7ms/step - loss: 13.7021 - mape: 13.7021\n","3/3 [==============================] - 0s 7ms/step - loss: 17.2963 - mape: 17.2963\n","3/3 [==============================] - 0s 5ms/step - loss: 23.3940 - mape: 23.3940\n","3/3 [==============================] - 0s 5ms/step - loss: 19.2411 - mape: 19.2411\n","3/3 [==============================] - 0s 7ms/step - loss: 21.9371 - mape: 21.9371\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adaa610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 37\n","alpha: [ 3.         25.53437817]\n","beta: [ 3.         30.31034794]\n","delta: [ 4.         22.64186968]\n","3/3 [==============================] - 0s 3ms/step - loss: 20.3653 - mape: 20.3653\n","3/3 [==============================] - 0s 3ms/step - loss: 20.8284 - mape: 20.8284\n","3/3 [==============================] - 0s 4ms/step - loss: 19.3768 - mape: 19.3768\n","3/3 [==============================] - 0s 6ms/step - loss: 15.5541 - mape: 15.5541\n","3/3 [==============================] - 0s 4ms/step - loss: 17.6953 - mape: 17.6953\n","3/3 [==============================] - 0s 7ms/step - loss: 23.0250 - mape: 23.0250\n","3/3 [==============================] - 0s 7ms/step - loss: 21.6169 - mape: 21.6169\n","3/3 [==============================] - 0s 7ms/step - loss: 23.9096 - mape: 23.9096\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adaa610\u003e]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 38\n","alpha: [ 3.         25.53437817]\n","beta: [ 3.         30.31034794]\n","delta: [ 4.         22.26124038]\n","3/3 [==============================] - 0s 3ms/step - loss: 23.4363 - mape: 23.4363\n","3/3 [==============================] - 0s 6ms/step - loss: 22.5984 - mape: 22.5984\n","3/3 [==============================] - 0s 3ms/step - loss: 18.2125 - mape: 18.2125\n","3/3 [==============================] - 0s 7ms/step - loss: 15.9243 - mape: 15.9243\n","3/3 [==============================] - 0s 3ms/step - loss: 15.2157 - mape: 15.2157\n","3/3 [==============================] - 0s 3ms/step - loss: 20.8469 - mape: 20.8469\n","3/3 [==============================] - 0s 7ms/step - loss: 20.4257 - mape: 20.4257\n","3/3 [==============================] - 0s 4ms/step - loss: 20.7227 - mape: 20.7227\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adaa610\u003e]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 39\n","alpha: [ 3.         25.53437817]\n","beta: [ 3.         30.31034794]\n","delta: [ 4.         22.26124038]\n","3/3 [==============================] - 0s 5ms/step - loss: 18.2517 - mape: 18.2517\n","3/3 [==============================] - 0s 8ms/step - loss: 21.1499 - mape: 21.1499\n","3/3 [==============================] - 0s 7ms/step - loss: 15.9407 - mape: 15.9407\n","3/3 [==============================] - 0s 5ms/step - loss: 14.0368 - mape: 14.0368\n","3/3 [==============================] - 0s 7ms/step - loss: 15.9861 - mape: 15.9861\n","3/3 [==============================] - 0s 4ms/step - loss: 26.9459 - mape: 26.9459\n","3/3 [==============================] - 0s 4ms/step - loss: 22.7655 - mape: 22.7655\n","3/3 [==============================] - 0s 7ms/step - loss: 20.3319 - mape: 20.3319\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adaa610\u003e]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 40\n","alpha: [ 3.         30.31034794]\n","beta: [ 3.         25.53437817]\n","delta: [ 4.         22.26124038]\n","3/3 [==============================] - 0s 4ms/step - loss: 21.9385 - mape: 21.9385\n","3/3 [==============================] - 0s 3ms/step - loss: 15.1003 - mape: 15.1003\n","3/3 [==============================] - 0s 12ms/step - loss: 14.9212 - mape: 14.9212\n","3/3 [==============================] - 0s 3ms/step - loss: 15.7452 - mape: 15.7452\n","3/3 [==============================] - 0s 3ms/step - loss: 17.1200 - mape: 17.1200\n","3/3 [==============================] - 0s 7ms/step - loss: 15.3241 - mape: 15.3241\n","3/3 [==============================] - 0s 3ms/step - loss: 22.5695 - mape: 22.5695\n","3/3 [==============================] - 0s 3ms/step - loss: 25.4805 - mape: 25.4805\n","[1. 1. 2.]\n","[1. 1. 2.]\n","[1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adaa610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e]\n","[1. 2.]\n","[2.]\n","\n","Iteration: 41\n","alpha: [ 3.         30.31034794]\n","beta: [ 3.         25.53437817]\n","delta: [ 4.         22.64186968]\n","3/3 [==============================] - 0s 6ms/step - loss: 21.1179 - mape: 21.1179\n","3/3 [==============================] - 0s 4ms/step - loss: 19.5366 - mape: 19.5366\n","3/3 [==============================] - 0s 3ms/step - loss: 14.8103 - mape: 14.8103\n","3/3 [==============================] - 0s 7ms/step - loss: 16.9219 - mape: 16.9219\n","3/3 [==============================] - 0s 7ms/step - loss: 21.2082 - mape: 21.2082\n","3/3 [==============================] - 0s 6ms/step - loss: 19.9965 - mape: 19.9965\n","3/3 [==============================] - 0s 7ms/step - loss: 25.5453 - mape: 25.5453\n","3/3 [==============================] - 0s 7ms/step - loss: 27.0913 - mape: 27.0913\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac43ed0\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 42\n","alpha: [ 3.         29.15233972]\n","beta: [ 4.         22.64186968]\n","delta: [ 4.         22.26124038]\n","3/3 [==============================] - 0s 4ms/step - loss: 15.3660 - mape: 15.3660\n","3/3 [==============================] - 0s 4ms/step - loss: 15.5628 - mape: 15.5628\n","3/3 [==============================] - 0s 5ms/step - loss: 16.0282 - mape: 16.0282\n","3/3 [==============================] - 0s 6ms/step - loss: 17.5666 - mape: 17.5666\n","3/3 [==============================] - 0s 7ms/step - loss: 17.6899 - mape: 17.6899\n","3/3 [==============================] - 0s 4ms/step - loss: 14.7405 - mape: 14.7405\n","3/3 [==============================] - 0s 3ms/step - loss: 15.8888 - mape: 15.8888\n","3/3 [==============================] - 0s 7ms/step - loss: 15.4473 - mape: 15.4473\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac43ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 43\n","alpha: [ 4.         22.64186968]\n","beta: [ 4.         22.26124038]\n","delta: [ 3.         29.15233972]\n","3/3 [==============================] - 0s 3ms/step - loss: 19.5550 - mape: 19.5550\n","3/3 [==============================] - 0s 4ms/step - loss: 17.4239 - mape: 17.4239\n","3/3 [==============================] - 0s 3ms/step - loss: 23.4309 - mape: 23.4309\n","3/3 [==============================] - 0s 4ms/step - loss: 15.3044 - mape: 15.3044\n","3/3 [==============================] - 0s 4ms/step - loss: 21.0401 - mape: 21.0401\n","3/3 [==============================] - 0s 6ms/step - loss: 19.8810 - mape: 19.8810\n","3/3 [==============================] - 0s 5ms/step - loss: 14.9315 - mape: 14.9315\n","3/3 [==============================] - 0s 3ms/step - loss: 21.6547 - mape: 21.6547\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac43ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 44\n","alpha: [ 3.         29.15233972]\n","beta: [ 4.         22.26124038]\n","delta: [ 4.         22.64186968]\n","3/3 [==============================] - 0s 3ms/step - loss: 14.8931 - mape: 14.8931\n","3/3 [==============================] - 0s 5ms/step - loss: 16.6251 - mape: 16.6251\n","3/3 [==============================] - 0s 7ms/step - loss: 16.3170 - mape: 16.3170\n","3/3 [==============================] - 0s 7ms/step - loss: 15.2874 - mape: 15.2874\n","3/3 [==============================] - 0s 4ms/step - loss: 15.5163 - mape: 15.5163\n","3/3 [==============================] - 0s 6ms/step - loss: 20.4873 - mape: 20.4873\n","3/3 [==============================] - 0s 3ms/step - loss: 16.3707 - mape: 16.3707\n","3/3 [==============================] - 0s 4ms/step - loss: 21.1003 - mape: 21.1003\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ac43ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1417c310d0\u003e]\n","[1. 1. 2.]\n","[1. 2.]\n","\n","Iteration: 45\n","alpha: [ 2.         33.43599506]\n","beta: [ 3.         25.53437817]\n","delta: [ 3.         29.15233972]\n","3/3 [==============================] - 0s 6ms/step - loss: 20.9046 - mape: 20.9046\n","3/3 [==============================] - 0s 6ms/step - loss: 22.3473 - mape: 22.3473\n","3/3 [==============================] - 0s 7ms/step - loss: 20.2611 - mape: 20.2611\n","3/3 [==============================] - 0s 3ms/step - loss: 21.0831 - mape: 21.0831\n","3/3 [==============================] - 0s 3ms/step - loss: 21.1649 - mape: 21.1649\n","3/3 [==============================] - 0s 3ms/step - loss: 21.5859 - mape: 21.5859\n","3/3 [==============================] - 0s 6ms/step - loss: 21.7963 - mape: 21.7963\n","3/3 [==============================] - 0s 5ms/step - loss: 20.8756 - mape: 20.8756\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1cde90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132cf350\u003e]\n","[1. 1. 2.]\n","[1. 2.]\n","\n","Iteration: 46\n","alpha: [ 2.         32.70556991]\n","beta: [ 3.         25.53437817]\n","delta: [ 3.         28.71773667]\n","3/3 [==============================] - 0s 6ms/step - loss: 22.0890 - mape: 22.0890\n","3/3 [==============================] - 0s 4ms/step - loss: 20.5032 - mape: 20.5032\n","3/3 [==============================] - 0s 7ms/step - loss: 21.1103 - mape: 21.1103\n","3/3 [==============================] - 0s 4ms/step - loss: 19.3325 - mape: 19.3325\n","3/3 [==============================] - 0s 5ms/step - loss: 20.5415 - mape: 20.5415\n","3/3 [==============================] - 0s 4ms/step - loss: 19.4758 - mape: 19.4758\n","3/3 [==============================] - 0s 4ms/step - loss: 21.0808 - mape: 21.0808\n","3/3 [==============================] - 0s 3ms/step - loss: 19.6715 - mape: 19.6715\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1cde90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132cf350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e]\n","[1. 1. 2.]\n","[1. 2.]\n","\n","Iteration: 47\n","alpha: [ 3.         25.53437817]\n","beta: [ 2.         32.70556991]\n","delta: [ 3.         28.71773667]\n","3/3 [==============================] - 0s 6ms/step - loss: 21.1005 - mape: 21.1005\n","3/3 [==============================] - 0s 3ms/step - loss: 22.2339 - mape: 22.2339\n","3/3 [==============================] - 0s 4ms/step - loss: 21.2561 - mape: 21.2561\n","3/3 [==============================] - 0s 3ms/step - loss: 21.9633 - mape: 21.9633\n","3/3 [==============================] - 0s 2ms/step - loss: 19.8381 - mape: 19.8381\n","3/3 [==============================] - 0s 7ms/step - loss: 19.6404 - mape: 19.6404\n","3/3 [==============================] - 0s 7ms/step - loss: 22.1194 - mape: 22.1194\n","3/3 [==============================] - 0s 4ms/step - loss: 23.0360 - mape: 23.0360\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132cf350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3c7290\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 48\n","alpha: [ 4.         22.64186968]\n","beta: [ 4.         22.26124038]\n","delta: [ 3.         25.53437817]\n","3/3 [==============================] - 0s 7ms/step - loss: 17.6606 - mape: 17.6606\n","3/3 [==============================] - 0s 7ms/step - loss: 17.6083 - mape: 17.6083\n","3/3 [==============================] - 0s 4ms/step - loss: 21.9764 - mape: 21.9764\n","3/3 [==============================] - 0s 3ms/step - loss: 15.9503 - mape: 15.9503\n","3/3 [==============================] - 0s 11ms/step - loss: 17.0363 - mape: 17.0363\n","3/3 [==============================] - 0s 4ms/step - loss: 18.3239 - mape: 18.3239\n","3/3 [==============================] - 0s 3ms/step - loss: 15.0846 - mape: 15.0846\n","3/3 [==============================] - 0s 4ms/step - loss: 22.7491 - mape: 22.7491\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132cf350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3c7290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e]\n","[1. 1. 2.]\n","[1. 2.]\n","\n","Iteration: 49\n","alpha: [ 3.         25.53437817]\n","beta: [ 3.         27.91979912]\n","delta: [ 2.         32.70556991]\n","3/3 [==============================] - 0s 7ms/step - loss: 21.5740 - mape: 21.5740\n","3/3 [==============================] - 0s 3ms/step - loss: 21.6255 - mape: 21.6255\n","3/3 [==============================] - 0s 7ms/step - loss: 22.4079 - mape: 22.4079\n","3/3 [==============================] - 0s 5ms/step - loss: 23.4202 - mape: 23.4202\n","3/3 [==============================] - 0s 8ms/step - loss: 20.3464 - mape: 20.3464\n","3/3 [==============================] - 0s 4ms/step - loss: 22.0682 - mape: 22.0682\n","3/3 [==============================] - 0s 7ms/step - loss: 20.3329 - mape: 20.3329\n","3/3 [==============================] - 0s 4ms/step - loss: 19.0978 - mape: 19.0978\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14132cf350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3c7290\u003e]\n","[1. 1. 2.]\n","[1. 2.]\n","\n","Iteration: 50\n","alpha: [ 3.         25.53437817]\n","beta: [ 2.         32.70556991]\n","delta: [ 3.         27.91979912]\n","3/3 [==============================] - 0s 4ms/step - loss: 20.8126 - mape: 20.8126\n","3/3 [==============================] - 0s 5ms/step - loss: 21.9215 - mape: 21.9215\n","3/3 [==============================] - 0s 4ms/step - loss: 22.0262 - mape: 22.0262\n","3/3 [==============================] - 0s 7ms/step - loss: 19.6712 - mape: 19.6712\n","3/3 [==============================] - 0s 4ms/step - loss: 24.1466 - mape: 24.1466\n","3/3 [==============================] - 0s 5ms/step - loss: 20.2502 - mape: 20.2502\n","3/3 [==============================] - 0s 5ms/step - loss: 22.6766 - mape: 22.6766\n","3/3 [==============================] - 0s 7ms/step - loss: 19.6453 - mape: 19.6453\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a236b50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d55d90\u003e]\n","[1. 1. 2.]\n","[1. 2.]\n","\n","Iteration: 51\n","alpha: [ 3.         25.53437817]\n","beta: [ 2.         30.52150161]\n","delta: [ 3.         26.98490097]\n","3/3 [==============================] - 0s 7ms/step - loss: 19.3467 - mape: 19.3467\n","3/3 [==============================] - 0s 4ms/step - loss: 22.0225 - mape: 22.0225\n","3/3 [==============================] - 0s 6ms/step - loss: 21.3153 - mape: 21.3153\n","3/3 [==============================] - 0s 7ms/step - loss: 20.4675 - mape: 20.4675\n","3/3 [==============================] - 0s 7ms/step - loss: 22.1730 - mape: 22.1730\n","3/3 [==============================] - 0s 4ms/step - loss: 21.9551 - mape: 21.9551\n","3/3 [==============================] - 0s 7ms/step - loss: 20.8792 - mape: 20.8792\n","3/3 [==============================] - 0s 7ms/step - loss: 22.5269 - mape: 22.5269\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","[1. 1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d55d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a236b50\u003e]\n","[1. 1. 2.]\n","[1. 2.]\n","\n","Iteration: 52\n","alpha: [ 3.         26.98490097]\n","beta: [ 3.         25.53437817]\n","delta: [ 2.         30.52150161]\n","3/3 [==============================] - 0s 4ms/step - loss: 19.2639 - mape: 19.2639\n","3/3 [==============================] - 0s 4ms/step - loss: 21.6333 - mape: 21.6333\n","3/3 [==============================] - 0s 8ms/step - loss: 20.9126 - mape: 20.9126\n","3/3 [==============================] - 0s 6ms/step - loss: 23.5135 - mape: 23.5135\n","3/3 [==============================] - 0s 4ms/step - loss: 19.8963 - mape: 19.8963\n","3/3 [==============================] - 0s 7ms/step - loss: 23.0089 - mape: 23.0089\n","3/3 [==============================] - 0s 3ms/step - loss: 20.9118 - mape: 20.9118\n","3/3 [==============================] - 0s 5ms/step - loss: 21.1670 - mape: 21.1670\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412e95510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d55d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 53\n","alpha: [ 4.         22.26124038]\n","beta: [ 3.         26.98490097]\n","delta: [ 2.         23.00685858]\n","3/3 [==============================] - 0s 4ms/step - loss: 20.2783 - mape: 20.2783\n","3/3 [==============================] - 0s 6ms/step - loss: 20.8902 - mape: 20.8902\n","3/3 [==============================] - 0s 4ms/step - loss: 21.1523 - mape: 21.1523\n","3/3 [==============================] - 0s 8ms/step - loss: 21.0429 - mape: 21.0429\n","3/3 [==============================] - 0s 9ms/step - loss: 19.4228 - mape: 19.4228\n","3/3 [==============================] - 0s 4ms/step - loss: 20.8815 - mape: 20.8815\n","3/3 [==============================] - 0s 6ms/step - loss: 22.3629 - mape: 22.3629\n","3/3 [==============================] - 0s 4ms/step - loss: 20.9459 - mape: 20.9459\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d55d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acebe50\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 54\n","alpha: [ 2.         23.00685858]\n","beta: [ 3.         25.53437817]\n","delta: [ 2.         22.46775694]\n","3/3 [==============================] - 0s 7ms/step - loss: 20.8541 - mape: 20.8541\n","3/3 [==============================] - 0s 5ms/step - loss: 22.4015 - mape: 22.4015\n","3/3 [==============================] - 0s 4ms/step - loss: 19.5589 - mape: 19.5589\n","3/3 [==============================] - 0s 7ms/step - loss: 20.6985 - mape: 20.6985\n","3/3 [==============================] - 0s 4ms/step - loss: 21.8529 - mape: 21.8529\n","3/3 [==============================] - 0s 3ms/step - loss: 21.4637 - mape: 21.4637\n","3/3 [==============================] - 0s 9ms/step - loss: 22.4468 - mape: 22.4468\n","3/3 [==============================] - 0s 4ms/step - loss: 19.5163 - mape: 19.5163\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acebe50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e28990\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 55\n","alpha: [ 2.         23.00685858]\n","beta: [ 3.         25.53437817]\n","delta: [ 4.         22.26124038]\n","3/3 [==============================] - 0s 4ms/step - loss: 21.6990 - mape: 21.6990\n","3/3 [==============================] - 0s 6ms/step - loss: 16.6481 - mape: 16.6481\n","3/3 [==============================] - 0s 3ms/step - loss: 16.8895 - mape: 16.8895\n","3/3 [==============================] - 0s 5ms/step - loss: 21.7992 - mape: 21.7992\n","3/3 [==============================] - 0s 7ms/step - loss: 20.7400 - mape: 20.7400\n","3/3 [==============================] - 0s 4ms/step - loss: 21.7441 - mape: 21.7441\n","3/3 [==============================] - 0s 7ms/step - loss: 22.5644 - mape: 22.5644\n","3/3 [==============================] - 0s 3ms/step - loss: 22.6959 - mape: 22.6959\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acebe50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e28990\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 56\n","alpha: [ 2.         23.00685858]\n","beta: [ 3.         25.53437817]\n","delta: [ 2.         22.46775694]\n","3/3 [==============================] - 0s 4ms/step - loss: 20.8916 - mape: 20.8916\n","3/3 [==============================] - 0s 3ms/step - loss: 23.1321 - mape: 23.1321\n","3/3 [==============================] - 0s 5ms/step - loss: 22.6542 - mape: 22.6542\n","3/3 [==============================] - 0s 7ms/step - loss: 21.7341 - mape: 21.7341\n","3/3 [==============================] - 0s 5ms/step - loss: 22.3339 - mape: 22.3339\n","3/3 [==============================] - 0s 7ms/step - loss: 21.0953 - mape: 21.0953\n","3/3 [==============================] - 0s 4ms/step - loss: 22.2300 - mape: 22.2300\n","3/3 [==============================] - 0s 7ms/step - loss: 20.7426 - mape: 20.7426\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1c6590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e28990\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 57\n","alpha: [ 2.         23.00685858]\n","beta: [ 2.         22.26556652]\n","delta: [ 2.        22.4598609]\n","3/3 [==============================] - 0s 7ms/step - loss: 23.4565 - mape: 23.4565\n","3/3 [==============================] - 0s 3ms/step - loss: 21.7468 - mape: 21.7468\n","3/3 [==============================] - 0s 3ms/step - loss: 24.1662 - mape: 24.1662\n","3/3 [==============================] - 0s 4ms/step - loss: 21.8967 - mape: 21.8967\n","3/3 [==============================] - 0s 7ms/step - loss: 21.6847 - mape: 21.6847\n","3/3 [==============================] - 0s 7ms/step - loss: 21.7169 - mape: 21.7169\n","3/3 [==============================] - 0s 8ms/step - loss: 21.7797 - mape: 21.7797\n","3/3 [==============================] - 0s 5ms/step - loss: 22.9599 - mape: 22.9599\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412e28990\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f05390\u003e]\n","[1. 2. 1.]\n","[1. 2.]\n","\n","Iteration: 58\n","alpha: [ 3.         25.53437817]\n","beta: [ 2.         23.00685858]\n","delta: [ 2.         21.74626305]\n","3/3 [==============================] - 0s 7ms/step - loss: 21.1771 - mape: 21.1771\n","3/3 [==============================] - 0s 8ms/step - loss: 23.2101 - mape: 23.2101\n","3/3 [==============================] - 0s 7ms/step - loss: 23.2417 - mape: 23.2417\n","3/3 [==============================] - 0s 7ms/step - loss: 20.4990 - mape: 20.4990\n","3/3 [==============================] - 0s 5ms/step - loss: 23.9078 - mape: 23.9078\n","3/3 [==============================] - 0s 4ms/step - loss: 25.3703 - mape: 25.3703\n","3/3 [==============================] - 0s 5ms/step - loss: 21.7492 - mape: 21.7492\n","3/3 [==============================] - 0s 4ms/step - loss: 27.5355 - mape: 27.5355\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f05390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133afd90\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 59\n","alpha: [ 2.         22.26556652]\n","beta: [ 3.         25.53437817]\n","delta: [ 2.         23.00685858]\n","3/3 [==============================] - 0s 5ms/step - loss: 21.7466 - mape: 21.7466\n","3/3 [==============================] - 0s 6ms/step - loss: 22.7562 - mape: 22.7562\n","3/3 [==============================] - 0s 3ms/step - loss: 22.4493 - mape: 22.4493\n","3/3 [==============================] - 0s 7ms/step - loss: 22.6354 - mape: 22.6354\n","3/3 [==============================] - 0s 7ms/step - loss: 25.9098 - mape: 25.9098\n","3/3 [==============================] - 0s 4ms/step - loss: 22.1430 - mape: 22.1430\n","3/3 [==============================] - 0s 8ms/step - loss: 22.3761 - mape: 22.3761\n","3/3 [==============================] - 0s 10ms/step - loss: 22.1309 - mape: 22.1309\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f05390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133afd90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 60\n","alpha: [ 3.         25.53437817]\n","beta: [ 2.         23.00685858]\n","delta: [ 2.         21.79838669]\n","3/3 [==============================] - 0s 8ms/step - loss: 22.1821 - mape: 22.1821\n","3/3 [==============================] - 0s 4ms/step - loss: 21.3253 - mape: 21.3253\n","3/3 [==============================] - 0s 3ms/step - loss: 21.9233 - mape: 21.9233\n","3/3 [==============================] - 0s 3ms/step - loss: 25.9681 - mape: 25.9681\n","3/3 [==============================] - 0s 4ms/step - loss: 24.4816 - mape: 24.4816\n","3/3 [==============================] - 0s 5ms/step - loss: 22.2371 - mape: 22.2371\n","3/3 [==============================] - 0s 4ms/step - loss: 22.6685 - mape: 22.6685\n","3/3 [==============================] - 0s 4ms/step - loss: 26.8012 - mape: 26.8012\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f05390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133afd90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 61\n","alpha: [ 3.         25.53437817]\n","beta: [ 2.         23.00685858]\n","delta: [ 2.         22.26556652]\n","3/3 [==============================] - 0s 6ms/step - loss: 20.7960 - mape: 20.7960\n","3/3 [==============================] - 0s 8ms/step - loss: 21.8183 - mape: 21.8183\n","3/3 [==============================] - 0s 5ms/step - loss: 22.9074 - mape: 22.9074\n","3/3 [==============================] - 0s 4ms/step - loss: 22.3795 - mape: 22.3795\n","3/3 [==============================] - 0s 4ms/step - loss: 23.4438 - mape: 23.4438\n","3/3 [==============================] - 0s 5ms/step - loss: 22.3654 - mape: 22.3654\n","3/3 [==============================] - 0s 9ms/step - loss: 22.0830 - mape: 22.0830\n","3/3 [==============================] - 0s 8ms/step - loss: 22.7929 - mape: 22.7929\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f05390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133afd90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 62\n","alpha: [ 3.         25.53437817]\n","beta: [ 2.         23.00685858]\n","delta: [ 2.         22.26556652]\n","3/3 [==============================] - 0s 4ms/step - loss: 21.8882 - mape: 21.8882\n","3/3 [==============================] - 0s 4ms/step - loss: 23.7733 - mape: 23.7733\n","3/3 [==============================] - 0s 7ms/step - loss: 22.0252 - mape: 22.0252\n","3/3 [==============================] - 0s 3ms/step - loss: 20.9700 - mape: 20.9700\n","3/3 [==============================] - 0s 4ms/step - loss: 22.0613 - mape: 22.0613\n","3/3 [==============================] - 0s 8ms/step - loss: 22.4910 - mape: 22.4910\n","3/3 [==============================] - 0s 4ms/step - loss: 22.2205 - mape: 22.2205\n","3/3 [==============================] - 0s 3ms/step - loss: 22.0490 - mape: 22.0490\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f05390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133afd90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 63\n","alpha: [ 3.         25.53437817]\n","beta: [ 2.         23.00685858]\n","delta: [ 2.         22.26556652]\n","3/3 [==============================] - 0s 4ms/step - loss: 21.7829 - mape: 21.7829\n","3/3 [==============================] - 0s 4ms/step - loss: 22.4784 - mape: 22.4784\n","3/3 [==============================] - 0s 6ms/step - loss: 22.0891 - mape: 22.0891\n","3/3 [==============================] - 0s 8ms/step - loss: 21.5345 - mape: 21.5345\n","3/3 [==============================] - 0s 8ms/step - loss: 22.4610 - mape: 22.4610\n","3/3 [==============================] - 0s 4ms/step - loss: 22.0381 - mape: 22.0381\n","3/3 [==============================] - 0s 8ms/step - loss: 21.9028 - mape: 21.9028\n","3/3 [==============================] - 0s 7ms/step - loss: 21.7822 - mape: 21.7822\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f05390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133afd90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 64\n","alpha: [ 2.         22.26556652]\n","beta: [ 3.         25.53437817]\n","delta: [ 2.         23.00685858]\n","3/3 [==============================] - 0s 9ms/step - loss: 21.9634 - mape: 21.9634\n","3/3 [==============================] - 0s 3ms/step - loss: 19.9767 - mape: 19.9767\n","3/3 [==============================] - 0s 4ms/step - loss: 23.1970 - mape: 23.1970\n","3/3 [==============================] - 0s 5ms/step - loss: 22.3937 - mape: 22.3937\n","3/3 [==============================] - 0s 5ms/step - loss: 20.8022 - mape: 20.8022\n","3/3 [==============================] - 0s 5ms/step - loss: 14.9754 - mape: 14.9754\n","3/3 [==============================] - 0s 3ms/step - loss: 24.3089 - mape: 24.3089\n","3/3 [==============================] - 0s 3ms/step - loss: 23.1619 - mape: 23.1619\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f05390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133afd90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 65\n","alpha: [ 3.         25.53437817]\n","beta: [ 2.         23.00685858]\n","delta: [ 2.         22.26556652]\n","3/3 [==============================] - 0s 5ms/step - loss: 24.1332 - mape: 24.1332\n","3/3 [==============================] - 0s 4ms/step - loss: 18.7452 - mape: 18.7452\n","3/3 [==============================] - 0s 7ms/step - loss: 22.8004 - mape: 22.8004\n","3/3 [==============================] - 0s 8ms/step - loss: 23.5911 - mape: 23.5911\n","3/3 [==============================] - 0s 4ms/step - loss: 18.9557 - mape: 18.9557\n","3/3 [==============================] - 0s 4ms/step - loss: 20.7816 - mape: 20.7816\n","3/3 [==============================] - 0s 4ms/step - loss: 20.9812 - mape: 20.9812\n","3/3 [==============================] - 0s 5ms/step - loss: 22.0426 - mape: 22.0426\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f05390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133afd90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e]\n","[2. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 66\n","alpha: [ 3.         25.53437817]\n","beta: [ 2.         21.79838669]\n","delta: [ 2.         22.26556652]\n","3/3 [==============================] - 0s 8ms/step - loss: 23.0134 - mape: 23.0134\n","3/3 [==============================] - 0s 9ms/step - loss: 22.2087 - mape: 22.2087\n","3/3 [==============================] - 0s 6ms/step - loss: 22.6790 - mape: 22.6790\n","3/3 [==============================] - 0s 4ms/step - loss: 22.9752 - mape: 22.9752\n","3/3 [==============================] - 0s 3ms/step - loss: 20.7827 - mape: 20.7827\n","3/3 [==============================] - 0s 7ms/step - loss: 20.8621 - mape: 20.8621\n","3/3 [==============================] - 0s 3ms/step - loss: 21.5970 - mape: 21.5970\n","3/3 [==============================] - 0s 4ms/step - loss: 21.8391 - mape: 21.8391\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f05390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133afd90\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 67\n","alpha: [ 2.         23.00685858]\n","beta: [ 3.         25.53437817]\n","delta: [ 2.         22.26556652]\n","3/3 [==============================] - 0s 7ms/step - loss: 22.8566 - mape: 22.8566\n","3/3 [==============================] - 0s 8ms/step - loss: 22.5768 - mape: 22.5768\n","3/3 [==============================] - 0s 4ms/step - loss: 22.7437 - mape: 22.7437\n","3/3 [==============================] - 0s 5ms/step - loss: 25.2484 - mape: 25.2484\n","3/3 [==============================] - 0s 5ms/step - loss: 21.4374 - mape: 21.4374\n","3/3 [==============================] - 0s 3ms/step - loss: 22.5080 - mape: 22.5080\n","3/3 [==============================] - 0s 5ms/step - loss: 23.0518 - mape: 23.0518\n","3/3 [==============================] - 0s 3ms/step - loss: 22.1957 - mape: 22.1957\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f05390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133afd90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 68\n","alpha: [ 2.         22.26556652]\n","beta: [ 2.         23.00685858]\n","delta: [ 3.         25.53437817]\n","3/3 [==============================] - 0s 8ms/step - loss: 22.8957 - mape: 22.8957\n","3/3 [==============================] - 0s 8ms/step - loss: 19.3933 - mape: 19.3933\n","3/3 [==============================] - 0s 3ms/step - loss: 23.1562 - mape: 23.1562\n","3/3 [==============================] - 0s 3ms/step - loss: 21.6951 - mape: 21.6951\n","3/3 [==============================] - 0s 10ms/step - loss: 21.6799 - mape: 21.6799\n","3/3 [==============================] - 0s 7ms/step - loss: 21.7294 - mape: 21.7294\n","3/3 [==============================] - 0s 4ms/step - loss: 23.4555 - mape: 23.4555\n","3/3 [==============================] - 0s 7ms/step - loss: 21.9044 - mape: 21.9044\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14133afd90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 69\n","alpha: [ 3.         25.53437817]\n","beta: [ 2.         23.00685858]\n","delta: [ 2.         22.26556652]\n","3/3 [==============================] - 0s 8ms/step - loss: 21.7024 - mape: 21.7024\n","3/3 [==============================] - 0s 3ms/step - loss: 20.9959 - mape: 20.9959\n","3/3 [==============================] - 0s 8ms/step - loss: 22.3805 - mape: 22.3805\n","3/3 [==============================] - 0s 4ms/step - loss: 20.4314 - mape: 20.4314\n","3/3 [==============================] - 0s 7ms/step - loss: 24.5624 - mape: 24.5624\n","3/3 [==============================] - 0s 7ms/step - loss: 21.8095 - mape: 21.8095\n","3/3 [==============================] - 0s 6ms/step - loss: 21.8051 - mape: 21.8051\n","3/3 [==============================] - 0s 5ms/step - loss: 22.6361 - mape: 22.6361\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 70\n","alpha: [ 2.         22.26556652]\n","beta: [ 3.         25.53437817]\n","delta: [ 2.         23.00685858]\n","3/3 [==============================] - 0s 9ms/step - loss: 21.8147 - mape: 21.8147\n","3/3 [==============================] - 0s 7ms/step - loss: 22.1926 - mape: 22.1926\n","3/3 [==============================] - 0s 9ms/step - loss: 21.7257 - mape: 21.7257\n","3/3 [==============================] - 0s 5ms/step - loss: 23.4830 - mape: 23.4830\n","3/3 [==============================] - 0s 7ms/step - loss: 21.0793 - mape: 21.0793\n","3/3 [==============================] - 0s 5ms/step - loss: 23.1622 - mape: 23.1622\n","3/3 [==============================] - 0s 8ms/step - loss: 20.7847 - mape: 20.7847\n","3/3 [==============================] - 0s 6ms/step - loss: 21.7346 - mape: 21.7346\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 71\n","alpha: [ 3.         25.53437817]\n","beta: [ 2.         23.00685858]\n","delta: [ 2.         22.26556652]\n","3/3 [==============================] - 0s 4ms/step - loss: 22.0584 - mape: 22.0584\n","3/3 [==============================] - 0s 4ms/step - loss: 21.8162 - mape: 21.8162\n","3/3 [==============================] - 0s 3ms/step - loss: 23.5851 - mape: 23.5851\n","3/3 [==============================] - 0s 3ms/step - loss: 22.1871 - mape: 22.1871\n","3/3 [==============================] - 0s 3ms/step - loss: 20.6940 - mape: 20.6940\n","3/3 [==============================] - 0s 6ms/step - loss: 22.2388 - mape: 22.2388\n","3/3 [==============================] - 0s 8ms/step - loss: 19.3455 - mape: 19.3455\n","3/3 [==============================] - 0s 4ms/step - loss: 23.4651 - mape: 23.4651\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 72\n","alpha: [ 2.         23.00685858]\n","beta: [ 2.         22.26556652]\n","delta: [ 3.         25.53437817]\n","3/3 [==============================] - 0s 4ms/step - loss: 21.8242 - mape: 21.8242\n","3/3 [==============================] - 0s 8ms/step - loss: 22.8350 - mape: 22.8350\n","3/3 [==============================] - 0s 7ms/step - loss: 22.4497 - mape: 22.4497\n","3/3 [==============================] - 0s 4ms/step - loss: 21.9076 - mape: 21.9076\n","3/3 [==============================] - 0s 4ms/step - loss: 23.0047 - mape: 23.0047\n","3/3 [==============================] - 0s 9ms/step - loss: 21.9001 - mape: 21.9001\n","3/3 [==============================] - 0s 4ms/step - loss: 20.4480 - mape: 20.4480\n","3/3 [==============================] - 0s 8ms/step - loss: 22.2470 - mape: 22.2470\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 73\n","alpha: [ 3.         25.53437817]\n","beta: [ 2.         23.00685858]\n","delta: [ 2.         22.26556652]\n","3/3 [==============================] - 0s 7ms/step - loss: 22.5148 - mape: 22.5148\n","3/3 [==============================] - 0s 8ms/step - loss: 21.8181 - mape: 21.8181\n","3/3 [==============================] - 0s 4ms/step - loss: 24.2213 - mape: 24.2213\n","3/3 [==============================] - 0s 3ms/step - loss: 21.7764 - mape: 21.7764\n","3/3 [==============================] - 0s 5ms/step - loss: 22.7417 - mape: 22.7417\n","3/3 [==============================] - 0s 8ms/step - loss: 22.6689 - mape: 22.6689\n","3/3 [==============================] - 0s 4ms/step - loss: 21.9416 - mape: 21.9416\n","3/3 [==============================] - 0s 4ms/step - loss: 22.1723 - mape: 22.1723\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 74\n","alpha: [ 2.         22.26556652]\n","beta: [ 3.         25.53437817]\n","delta: [ 2.         23.00685858]\n","3/3 [==============================] - 0s 4ms/step - loss: 22.0734 - mape: 22.0734\n","3/3 [==============================] - 0s 6ms/step - loss: 22.8435 - mape: 22.8435\n","3/3 [==============================] - 0s 5ms/step - loss: 22.0806 - mape: 22.0806\n","3/3 [==============================] - 0s 4ms/step - loss: 21.8760 - mape: 21.8760\n","3/3 [==============================] - 0s 5ms/step - loss: 21.7648 - mape: 21.7648\n","3/3 [==============================] - 0s 4ms/step - loss: 21.1672 - mape: 21.1672\n","3/3 [==============================] - 0s 4ms/step - loss: 22.2214 - mape: 22.2214\n","3/3 [==============================] - 0s 7ms/step - loss: 22.3251 - mape: 22.3251\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 75\n","alpha: [ 3.         25.53437817]\n","beta: [ 2.         22.26556652]\n","delta: [ 2.         23.00685858]\n","3/3 [==============================] - 0s 9ms/step - loss: 21.8099 - mape: 21.8099\n","3/3 [==============================] - 0s 5ms/step - loss: 21.5081 - mape: 21.5081\n","3/3 [==============================] - 0s 5ms/step - loss: 21.0189 - mape: 21.0189\n","3/3 [==============================] - 0s 8ms/step - loss: 23.2287 - mape: 23.2287\n","3/3 [==============================] - 0s 3ms/step - loss: 22.8345 - mape: 22.8345\n","3/3 [==============================] - 0s 3ms/step - loss: 20.8814 - mape: 20.8814\n","3/3 [==============================] - 0s 4ms/step - loss: 20.5291 - mape: 20.5291\n","3/3 [==============================] - 0s 4ms/step - loss: 22.6984 - mape: 22.6984\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 76\n","alpha: [ 2.         23.00685858]\n","beta: [ 3.         25.53437817]\n","delta: [ 2.         21.75545099]\n","3/3 [==============================] - 0s 8ms/step - loss: 22.8464 - mape: 22.8464\n","3/3 [==============================] - 0s 6ms/step - loss: 21.8862 - mape: 21.8862\n","3/3 [==============================] - 0s 13ms/step - loss: 21.8154 - mape: 21.8154\n","3/3 [==============================] - 0s 9ms/step - loss: 21.1434 - mape: 21.1434\n","3/3 [==============================] - 0s 5ms/step - loss: 21.8882 - mape: 21.8882\n","3/3 [==============================] - 0s 7ms/step - loss: 22.3450 - mape: 22.3450\n","3/3 [==============================] - 0s 11ms/step - loss: 24.2363 - mape: 24.2363\n","3/3 [==============================] - 0s 4ms/step - loss: 21.8076 - mape: 21.8076\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e]\n","[2. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 77\n","alpha: [ 2.         23.00685858]\n","beta: [ 2.         21.67296321]\n","delta: [ 3.         25.53437817]\n","3/3 [==============================] - 0s 5ms/step - loss: 23.3175 - mape: 23.3175\n","3/3 [==============================] - 0s 4ms/step - loss: 22.0871 - mape: 22.0871\n","3/3 [==============================] - 0s 7ms/step - loss: 21.8161 - mape: 21.8161\n","3/3 [==============================] - 0s 5ms/step - loss: 22.6962 - mape: 22.6962\n","3/3 [==============================] - 0s 5ms/step - loss: 22.3951 - mape: 22.3951\n","3/3 [==============================] - 0s 4ms/step - loss: 16.7861 - mape: 16.7861\n","3/3 [==============================] - 0s 8ms/step - loss: 21.8880 - mape: 21.8880\n","3/3 [==============================] - 0s 3ms/step - loss: 23.2867 - mape: 23.2867\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 78\n","alpha: [ 2.         23.00685858]\n","beta: [ 2.         22.26556652]\n","delta: [ 3.         25.53437817]\n","3/3 [==============================] - 0s 6ms/step - loss: 20.8405 - mape: 20.8405\n","3/3 [==============================] - 0s 3ms/step - loss: 22.0136 - mape: 22.0136\n","3/3 [==============================] - 0s 3ms/step - loss: 22.2079 - mape: 22.2079\n","3/3 [==============================] - 0s 8ms/step - loss: 20.3850 - mape: 20.3850\n","3/3 [==============================] - 0s 5ms/step - loss: 24.9288 - mape: 24.9288\n","3/3 [==============================] - 0s 5ms/step - loss: 21.7843 - mape: 21.7843\n","3/3 [==============================] - 0s 4ms/step - loss: 22.0334 - mape: 22.0334\n","3/3 [==============================] - 0s 5ms/step - loss: 21.9168 - mape: 21.9168\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 79\n","alpha: [ 2.         23.00685858]\n","beta: [ 3.         25.53437817]\n","delta: [ 2.         22.26556652]\n","3/3 [==============================] - 0s 9ms/step - loss: 21.9576 - mape: 21.9576\n","3/3 [==============================] - 0s 4ms/step - loss: 22.2119 - mape: 22.2119\n","3/3 [==============================] - 0s 8ms/step - loss: 23.0905 - mape: 23.0905\n","3/3 [==============================] - 0s 7ms/step - loss: 22.7034 - mape: 22.7034\n","3/3 [==============================] - 0s 3ms/step - loss: 24.6406 - mape: 24.6406\n","3/3 [==============================] - 0s 4ms/step - loss: 23.0835 - mape: 23.0835\n","3/3 [==============================] - 0s 3ms/step - loss: 22.8091 - mape: 22.8091\n","3/3 [==============================] - 0s 6ms/step - loss: 22.2947 - mape: 22.2947\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3d5ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 80\n","alpha: [ 3.         25.53437817]\n","beta: [ 2.         23.00685858]\n","delta: [ 2.         22.26556652]\n","3/3 [==============================] - 0s 4ms/step - loss: 21.8487 - mape: 21.8487\n","3/3 [==============================] - 0s 6ms/step - loss: 21.7579 - mape: 21.7579\n","3/3 [==============================] - 0s 7ms/step - loss: 22.5097 - mape: 22.5097\n","3/3 [==============================] - 0s 6ms/step - loss: 27.3467 - mape: 27.3467\n","3/3 [==============================] - 0s 3ms/step - loss: 21.7830 - mape: 21.7830\n","3/3 [==============================] - 0s 7ms/step - loss: 21.7800 - mape: 21.7800\n","3/3 [==============================] - 0s 7ms/step - loss: 20.0758 - mape: 20.0758\n","3/3 [==============================] - 0s 5ms/step - loss: 23.6325 - mape: 23.6325\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e]\n","[1. 2. 1.]\n","[2. 1.]\n","\n","Iteration: 81\n","alpha: [ 2.         23.00685858]\n","beta: [ 1.         21.77390076]\n","delta: [ 3.         25.53437817]\n","3/3 [==============================] - 0s 5ms/step - loss: 22.0391 - mape: 22.0391\n","3/3 [==============================] - 0s 4ms/step - loss: 22.1029 - mape: 22.1029\n","3/3 [==============================] - 0s 8ms/step - loss: 28.0317 - mape: 28.0317\n","3/3 [==============================] - 0s 8ms/step - loss: 22.0456 - mape: 22.0456\n","3/3 [==============================] - 0s 7ms/step - loss: 22.1885 - mape: 22.1885\n","3/3 [==============================] - 0s 6ms/step - loss: 22.7936 - mape: 22.7936\n","3/3 [==============================] - 0s 7ms/step - loss: 21.9730 - mape: 21.9730\n","3/3 [==============================] - 0s 4ms/step - loss: 21.7717 - mape: 21.7717\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132fcad0\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 82\n","alpha: [ 2.         21.67296321]\n","beta: [ 2.         23.00685858]\n","delta: [ 1.         22.18185803]\n","3/3 [==============================] - 0s 5ms/step - loss: 21.9653 - mape: 21.9653\n","3/3 [==============================] - 0s 4ms/step - loss: 22.0814 - mape: 22.0814\n","3/3 [==============================] - 0s 8ms/step - loss: 21.8423 - mape: 21.8423\n","3/3 [==============================] - 0s 4ms/step - loss: 22.9211 - mape: 22.9211\n","3/3 [==============================] - 0s 10ms/step - loss: 22.9614 - mape: 22.9614\n","3/3 [==============================] - 0s 5ms/step - loss: 22.1861 - mape: 22.1861\n","3/3 [==============================] - 0s 4ms/step - loss: 24.6692 - mape: 24.6692\n","3/3 [==============================] - 0s 3ms/step - loss: 21.7884 - mape: 21.7884\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132fcad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 83\n","alpha: [ 2.         21.75545099]\n","beta: [ 2.         23.00685858]\n","delta: [ 1.         21.77390076]\n","3/3 [==============================] - 0s 10ms/step - loss: 22.0797 - mape: 22.0797\n","3/3 [==============================] - 0s 3ms/step - loss: 22.5521 - mape: 22.5521\n","3/3 [==============================] - 0s 9ms/step - loss: 21.9349 - mape: 21.9349\n","3/3 [==============================] - 0s 9ms/step - loss: 24.8441 - mape: 24.8441\n","3/3 [==============================] - 0s 3ms/step - loss: 23.5437 - mape: 23.5437\n","3/3 [==============================] - 0s 6ms/step - loss: 21.9824 - mape: 21.9824\n","3/3 [==============================] - 0s 6ms/step - loss: 22.3965 - mape: 22.3965\n","3/3 [==============================] - 0s 3ms/step - loss: 22.5289 - mape: 22.5289\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132fcad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413423710\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 84\n","alpha: [ 1.         22.18185803]\n","beta: [ 1.         21.77390076]\n","delta: [ 2.         23.00685858]\n","3/3 [==============================] - 0s 3ms/step - loss: 22.4334 - mape: 22.4334\n","3/3 [==============================] - 0s 6ms/step - loss: 22.2584 - mape: 22.2584\n","3/3 [==============================] - 0s 9ms/step - loss: 21.9461 - mape: 21.9461\n","3/3 [==============================] - 0s 4ms/step - loss: 21.9834 - mape: 21.9834\n","3/3 [==============================] - 0s 3ms/step - loss: 22.7163 - mape: 22.7163\n","3/3 [==============================] - 0s 5ms/step - loss: 27.9601 - mape: 27.9601\n","3/3 [==============================] - 0s 9ms/step - loss: 23.5049 - mape: 23.5049\n","3/3 [==============================] - 0s 8ms/step - loss: 22.5491 - mape: 22.5491\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132fcad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413317850\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 85\n","alpha: [ 1.         22.02051212]\n","beta: [ 1.         22.18185803]\n","delta: [ 2.         21.67296321]\n","3/3 [==============================] - 0s 6ms/step - loss: 22.1826 - mape: 22.1826\n","3/3 [==============================] - 0s 4ms/step - loss: 22.9509 - mape: 22.9509\n","3/3 [==============================] - 0s 7ms/step - loss: 23.1345 - mape: 23.1345\n","3/3 [==============================] - 0s 7ms/step - loss: 21.9922 - mape: 21.9922\n","3/3 [==============================] - 0s 3ms/step - loss: 21.9878 - mape: 21.9878\n","3/3 [==============================] - 0s 5ms/step - loss: 22.2056 - mape: 22.2056\n","3/3 [==============================] - 0s 4ms/step - loss: 21.8948 - mape: 21.8948\n","3/3 [==============================] - 0s 4ms/step - loss: 20.4403 - mape: 20.4403\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413317850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132fcad0\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 86\n","alpha: [ 1.         22.18185803]\n","beta: [ 2.         21.75545099]\n","delta: [ 2.         21.67296321]\n","3/3 [==============================] - 0s 5ms/step - loss: 21.7492 - mape: 21.7492\n","3/3 [==============================] - 0s 3ms/step - loss: 21.7423 - mape: 21.7423\n","3/3 [==============================] - 0s 3ms/step - loss: 27.4331 - mape: 27.4331\n","3/3 [==============================] - 0s 3ms/step - loss: 21.8398 - mape: 21.8398\n","3/3 [==============================] - 0s 8ms/step - loss: 22.1735 - mape: 22.1735\n","3/3 [==============================] - 0s 9ms/step - loss: 23.4265 - mape: 23.4265\n","3/3 [==============================] - 0s 7ms/step - loss: 22.2177 - mape: 22.2177\n","3/3 [==============================] - 0s 3ms/step - loss: 22.1992 - mape: 22.1992\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413317850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132fcad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 87\n","alpha: [ 1.         22.18185803]\n","beta: [ 2.         21.67296321]\n","delta: [ 1.         21.77390076]\n","3/3 [==============================] - 0s 8ms/step - loss: 23.5712 - mape: 23.5712\n","3/3 [==============================] - 0s 9ms/step - loss: 23.4688 - mape: 23.4688\n","3/3 [==============================] - 0s 6ms/step - loss: 23.2431 - mape: 23.2431\n","3/3 [==============================] - 0s 5ms/step - loss: 22.6947 - mape: 22.6947\n","3/3 [==============================] - 0s 9ms/step - loss: 23.1519 - mape: 23.1519\n","3/3 [==============================] - 0s 4ms/step - loss: 24.2133 - mape: 24.2133\n","3/3 [==============================] - 0s 3ms/step - loss: 22.1385 - mape: 22.1385\n","3/3 [==============================] - 0s 5ms/step - loss: 22.0079 - mape: 22.0079\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413317850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132fcad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 88\n","alpha: [ 1.         22.18185803]\n","beta: [ 1.         22.02051212]\n","delta: [ 1.         21.77390076]\n","3/3 [==============================] - 0s 6ms/step - loss: 22.1290 - mape: 22.1290\n","3/3 [==============================] - 0s 6ms/step - loss: 22.2719 - mape: 22.2719\n","3/3 [==============================] - 0s 9ms/step - loss: 21.8469 - mape: 21.8469\n","3/3 [==============================] - 0s 9ms/step - loss: 22.8365 - mape: 22.8365\n","3/3 [==============================] - 0s 7ms/step - loss: 21.9558 - mape: 21.9558\n","3/3 [==============================] - 0s 5ms/step - loss: 22.5876 - mape: 22.5876\n","3/3 [==============================] - 0s 3ms/step - loss: 23.6206 - mape: 23.6206\n","3/3 [==============================] - 0s 3ms/step - loss: 20.9331 - mape: 20.9331\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132fcad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413317850\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 89\n","alpha: [ 1.         21.77390076]\n","beta: [ 1.         22.02051212]\n","delta: [ 2.         21.67296321]\n","3/3 [==============================] - 0s 7ms/step - loss: 23.1837 - mape: 23.1837\n","3/3 [==============================] - 0s 3ms/step - loss: 23.0131 - mape: 23.0131\n","3/3 [==============================] - 0s 4ms/step - loss: 20.1122 - mape: 20.1122\n","3/3 [==============================] - 0s 3ms/step - loss: 28.6054 - mape: 28.6054\n","3/3 [==============================] - 0s 7ms/step - loss: 21.8701 - mape: 21.8701\n","3/3 [==============================] - 0s 4ms/step - loss: 22.5519 - mape: 22.5519\n","3/3 [==============================] - 0s 6ms/step - loss: 22.3154 - mape: 22.3154\n","3/3 [==============================] - 0s 8ms/step - loss: 21.9956 - mape: 21.9956\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413317850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14066b9b90\u003e]\n","[1. 2. 1.]\n","[1. 2.]\n","\n","Iteration: 90\n","alpha: [ 2.         21.75545099]\n","beta: [ 2.         21.67296321]\n","delta: [ 1.         21.77390076]\n","3/3 [==============================] - 0s 9ms/step - loss: 22.6305 - mape: 22.6305\n","3/3 [==============================] - 0s 6ms/step - loss: 22.0212 - mape: 22.0212\n","3/3 [==============================] - 0s 5ms/step - loss: 22.7044 - mape: 22.7044\n","3/3 [==============================] - 0s 5ms/step - loss: 22.6522 - mape: 22.6522\n","3/3 [==============================] - 0s 8ms/step - loss: 23.2790 - mape: 23.2790\n","3/3 [==============================] - 0s 4ms/step - loss: 21.7559 - mape: 21.7559\n","3/3 [==============================] - 0s 5ms/step - loss: 22.4766 - mape: 22.4766\n","3/3 [==============================] - 0s 7ms/step - loss: 21.4310 - mape: 21.4310\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413317850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14066b9b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e]\n","[1. 2. 1.]\n","[1. 2.]\n","\n","Iteration: 91\n","alpha: [ 2.         21.75545099]\n","beta: [ 2.         21.67296321]\n","delta: [ 1.         21.77390076]\n","3/3 [==============================] - 0s 9ms/step - loss: 22.2966 - mape: 22.2966\n","3/3 [==============================] - 0s 7ms/step - loss: 23.6023 - mape: 23.6023\n","3/3 [==============================] - 0s 5ms/step - loss: 22.2579 - mape: 22.2579\n","3/3 [==============================] - 0s 3ms/step - loss: 22.1640 - mape: 22.1640\n","3/3 [==============================] - 0s 4ms/step - loss: 21.8798 - mape: 21.8798\n","3/3 [==============================] - 0s 5ms/step - loss: 23.6902 - mape: 23.6902\n","3/3 [==============================] - 0s 4ms/step - loss: 22.5683 - mape: 22.5683\n","3/3 [==============================] - 0s 6ms/step - loss: 23.5714 - mape: 23.5714\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413317850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14066b9b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412dd24d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e]\n","[2. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 92\n","alpha: [ 1.         21.77390076]\n","beta: [ 1.        22.0168736]\n","delta: [ 2.         21.75545099]\n","3/3 [==============================] - 0s 8ms/step - loss: 22.4686 - mape: 22.4686\n","3/3 [==============================] - 0s 4ms/step - loss: 21.7368 - mape: 21.7368\n","3/3 [==============================] - 0s 7ms/step - loss: 22.0925 - mape: 22.0925\n","3/3 [==============================] - 0s 6ms/step - loss: 22.9215 - mape: 22.9215\n","3/3 [==============================] - 0s 7ms/step - loss: 22.1215 - mape: 22.1215\n","3/3 [==============================] - 0s 3ms/step - loss: 23.9902 - mape: 23.9902\n","3/3 [==============================] - 0s 5ms/step - loss: 22.1199 - mape: 22.1199\n","3/3 [==============================] - 0s 3ms/step - loss: 21.7092 - mape: 21.7092\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14066b9b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413337f90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14097c1d50\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 93\n","alpha: [ 1.         21.77390076]\n","beta: [ 1.         21.81348095]\n","delta: [ 1.        22.0168736]\n","3/3 [==============================] - 0s 9ms/step - loss: 22.3899 - mape: 22.3899\n","3/3 [==============================] - 0s 7ms/step - loss: 22.3527 - mape: 22.3527\n","3/3 [==============================] - 0s 5ms/step - loss: 21.9231 - mape: 21.9231\n","3/3 [==============================] - 0s 10ms/step - loss: 21.8705 - mape: 21.8705\n","3/3 [==============================] - 0s 5ms/step - loss: 23.0962 - mape: 23.0962\n","3/3 [==============================] - 0s 5ms/step - loss: 22.5415 - mape: 22.5415\n","3/3 [==============================] - 0s 4ms/step - loss: 21.9141 - mape: 21.9141\n","3/3 [==============================] - 0s 3ms/step - loss: 22.5018 - mape: 22.5018\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14097c1d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413337f90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406709b90\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 94\n","alpha: [ 2.         21.67296321]\n","beta: [ 1.         21.95695575]\n","delta: [ 2.         21.75001375]\n","3/3 [==============================] - 0s 4ms/step - loss: 23.8418 - mape: 23.8418\n","3/3 [==============================] - 0s 3ms/step - loss: 22.1626 - mape: 22.1626\n","3/3 [==============================] - 0s 10ms/step - loss: 22.4157 - mape: 22.4157\n","3/3 [==============================] - 0s 4ms/step - loss: 22.3418 - mape: 22.3418\n","3/3 [==============================] - 0s 4ms/step - loss: 21.7062 - mape: 21.7062\n","3/3 [==============================] - 0s 5ms/step - loss: 22.4582 - mape: 22.4582\n","3/3 [==============================] - 0s 4ms/step - loss: 22.5652 - mape: 22.5652\n","3/3 [==============================] - 0s 3ms/step - loss: 22.6803 - mape: 22.6803\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413337f90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406709b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413238a10\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 95\n","alpha: [ 2.         21.67296321]\n","beta: [ 1.         21.95695575]\n","delta: [ 2.         21.71805652]\n","3/3 [==============================] - 0s 8ms/step - loss: 22.7517 - mape: 22.7517\n","3/3 [==============================] - 0s 3ms/step - loss: 25.1011 - mape: 25.1011\n","3/3 [==============================] - 0s 3ms/step - loss: 21.6754 - mape: 21.6754\n","3/3 [==============================] - 0s 6ms/step - loss: 23.3518 - mape: 23.3518\n","3/3 [==============================] - 0s 9ms/step - loss: 24.7693 - mape: 24.7693\n","3/3 [==============================] - 0s 4ms/step - loss: 22.2539 - mape: 22.2539\n","3/3 [==============================] - 0s 4ms/step - loss: 22.5673 - mape: 22.5673\n","3/3 [==============================] - 0s 7ms/step - loss: 22.7634 - mape: 22.7634\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413337f90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406709b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140add0dd0\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 96\n","alpha: [ 2.         21.68855613]\n","beta: [ 1.         21.95695575]\n","delta: [ 2.         21.67296321]\n","3/3 [==============================] - 0s 11ms/step - loss: 21.8626 - mape: 21.8626\n","3/3 [==============================] - 0s 4ms/step - loss: 21.7770 - mape: 21.7770\n","3/3 [==============================] - 0s 4ms/step - loss: 21.8191 - mape: 21.8191\n","3/3 [==============================] - 0s 4ms/step - loss: 22.0803 - mape: 22.0803\n","3/3 [==============================] - 0s 10ms/step - loss: 21.9972 - mape: 21.9972\n","3/3 [==============================] - 0s 8ms/step - loss: 22.3272 - mape: 22.3272\n","3/3 [==============================] - 0s 8ms/step - loss: 22.0787 - mape: 22.0787\n","3/3 [==============================] - 0s 4ms/step - loss: 22.1846 - mape: 22.1846\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413337f90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140add0dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406709b90\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 97\n","alpha: [ 2.         21.68855613]\n","beta: [ 1.         21.95695575]\n","delta: [ 2.         21.67296321]\n","3/3 [==============================] - 0s 6ms/step - loss: 22.5234 - mape: 22.5234\n","3/3 [==============================] - 0s 3ms/step - loss: 23.0871 - mape: 23.0871\n","3/3 [==============================] - 0s 3ms/step - loss: 25.2920 - mape: 25.2920\n","3/3 [==============================] - 0s 3ms/step - loss: 22.0600 - mape: 22.0600\n","3/3 [==============================] - 0s 3ms/step - loss: 22.3889 - mape: 22.3889\n","3/3 [==============================] - 0s 4ms/step - loss: 22.8874 - mape: 22.8874\n","3/3 [==============================] - 0s 4ms/step - loss: 21.9994 - mape: 21.9994\n","3/3 [==============================] - 0s 4ms/step - loss: 22.9267 - mape: 22.9267\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413337f90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140add0dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406709b90\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 98\n","alpha: [ 2.         21.67296321]\n","beta: [ 1.         21.95695575]\n","delta: [ 1.         21.77390076]\n","3/3 [==============================] - 0s 3ms/step - loss: 22.0727 - mape: 22.0727\n","3/3 [==============================] - 0s 3ms/step - loss: 23.3485 - mape: 23.3485\n","3/3 [==============================] - 0s 7ms/step - loss: 22.0097 - mape: 22.0097\n","3/3 [==============================] - 0s 8ms/step - loss: 22.0741 - mape: 22.0741\n","3/3 [==============================] - 0s 7ms/step - loss: 22.9164 - mape: 22.9164\n","3/3 [==============================] - 0s 4ms/step - loss: 23.4320 - mape: 23.4320\n","3/3 [==============================] - 0s 5ms/step - loss: 21.8589 - mape: 21.8589\n","3/3 [==============================] - 0s 4ms/step - loss: 22.1957 - mape: 22.1957\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a0cfad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413337f90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140add0dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a002690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406709b90\u003e]\n","[2. 1. 1.]\n","[2. 1.]\n","\n","Iteration: 99\n","alpha: [ 2.         21.67296321]\n","beta: [ 1.         21.95695575]\n","delta: [ 2.         21.68855613]\n","3/3 [==============================] - 0s 9ms/step - loss: 24.3703 - mape: 24.3703\n","3/3 [==============================] - 0s 4ms/step - loss: 21.4873 - mape: 21.4873\n","3/3 [==============================] - 0s 6ms/step - loss: 23.0102 - mape: 23.0102\n","3/3 [==============================] - 0s 5ms/step - loss: 22.7250 - mape: 22.7250\n","3/3 [==============================] - 0s 8ms/step - loss: 22.1290 - mape: 22.1290\n","3/3 [==============================] - 0s 8ms/step - loss: 22.6668 - mape: 22.6668\n","3/3 [==============================] - 0s 8ms/step - loss: 21.7631 - mape: 21.7631\n","3/3 [==============================] - 0s 8ms/step - loss: 21.9845 - mape: 21.9845\n"]}],"source":["bgwo2.optimize()"]},{"cell_type":"code","execution_count":15,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":55,"status":"ok","timestamp":1631182269330,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"tWyjiUvoxULi","outputId":"fc2bee5c-329e-4d1c-d885-2543813267af"},"outputs":[{"name":"stdout","output_type":"stream","text":["[ 1.         21.77390076]\n","[ 1.         21.81348095]\n","[ 2.         21.68855613]\n","[ 2.         21.67296321]\n","[ 1.         21.95695575]\n"]}],"source":["for nonD in bgwo2.archive:\n","  print(nonD.cost)"]},{"cell_type":"markdown","metadata":{"id":"7VoaSqspmbJN"},"source":["#### Dataset 3"]},{"cell_type":"code","execution_count":16,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":19,"status":"ok","timestamp":1631182269331,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"Imc8t2kDmXzd","outputId":"f1d0a543-7f05-4607-b1bf-9c2bfd33f545"},"outputs":[{"data":{"text/plain":["\u003cbound method NDFrame.head of          0      1       2       3  ...       27      28       29  target\n","0    13.44  21.58   86.18   563.0  ...  0.11120  0.2994  0.07146       1\n","1    10.49  18.61   66.86   334.3  ...  0.06528  0.2213  0.07842       2\n","2    10.96  17.62   70.79   365.6  ...  0.09861  0.2289  0.08278       2\n","3    13.81  23.75   91.56   597.8  ...  0.20130  0.4432  0.10860       1\n","4    16.46  20.11  109.30   832.9  ...  0.20350  0.3054  0.09519       1\n","..     ...    ...     ...     ...  ...      ...     ...      ...     ...\n","563  13.28  20.28   87.32   545.2  ...  0.14920  0.3739  0.10270       1\n","564  15.28  22.41   98.92   710.6  ...  0.12260  0.3175  0.09772       1\n","565  24.63  21.60  165.50  1841.0  ...  0.24750  0.3157  0.09671       1\n","566  14.86  16.94   94.89   673.7  ...  0.07971  0.2525  0.06827       2\n","567  11.90  14.65   78.11   432.8  ...  0.06042  0.2727  0.10360       2\n","\n","[568 rows x 31 columns]\u003e"]},"execution_count":16,"metadata":{},"output_type":"execute_result"}],"source":["inFile3 = \"/content/gdrive/My Drive/GWO/Dataset/UCI_DATA/BreastEW/BreastEW-final.csv\"\n","data3 = pd.read_csv(inFile3)\n","data3 = data3.rename(columns={\"quality\": \"target\"})\n","data3.head"]},{"cell_type":"code","execution_count":17,"metadata":{"executionInfo":{"elapsed":16,"status":"ok","timestamp":1631182269332,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"hfFnsVjpnDmD"},"outputs":[],"source":["def obj_fun3(sel_features):\n","  ann = ANN(sel_features, data3)\n","  ann.train()\n","  err = ann.test_error()\n","  no_of_features = np.count_nonzero(sel_features)\n","  return np.array([no_of_features, err])"]},{"cell_type":"code","execution_count":18,"metadata":{"executionInfo":{"elapsed":15,"status":"ok","timestamp":1631182269333,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"U7N0u02UnPdH"},"outputs":[],"source":["bgwo3 = BMOGWO(dim=data3.shape[1] - 1, fobj = obj_fun3 , greyWolvesNum=8, archiveSize=50, maxIt= 100)"]},{"cell_type":"code","execution_count":19,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":1793073,"status":"ok","timestamp":1631184062391,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"ycm7WPiSGXj1","outputId":"edb712db-04d3-4166-ad49-84dff5cc84a3"},"outputs":[{"name":"stdout","output_type":"stream","text":["6/6 [==============================] - 0s 2ms/step - loss: 5.9212 - mape: 5.9212\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4255 - mape: 5.4255\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5155 - mape: 5.5155\n","6/6 [==============================] - 0s 2ms/step - loss: 5.0023 - mape: 5.0023\n","6/6 [==============================] - 0s 2ms/step - loss: 7.0570 - mape: 7.0570\n","6/6 [==============================] - 0s 2ms/step - loss: 4.0365 - mape: 4.0365\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6352 - mape: 4.6352\n","6/6 [==============================] - 0s 2ms/step - loss: 2.3775 - mape: 2.3775\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14132aeed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad23e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413440dd0\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 0\n","alpha: [18.         35.33828351]\n","beta: [19.         35.15886937]\n","delta: [14.         35.55993667]\n","6/6 [==============================] - 0s 2ms/step - loss: 4.7409 - mape: 4.7409\n","6/6 [==============================] - 0s 2ms/step - loss: 3.3710 - mape: 3.3710\n","6/6 [==============================] - 0s 2ms/step - loss: 4.2346 - mape: 4.2346\n","6/6 [==============================] - 0s 2ms/step - loss: 3.8333 - mape: 3.8333\n","6/6 [==============================] - 0s 2ms/step - loss: 5.4284 - mape: 5.4284\n","6/6 [==============================] - 0s 2ms/step - loss: 5.5188 - mape: 5.5188\n","6/6 [==============================] - 0s 2ms/step - loss: 2.9525 - mape: 2.9525\n","6/6 [==============================] - 0s 2ms/step - loss: 7.3943 - mape: 7.3943\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413440dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132aeed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad23e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1390\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 1\n","alpha: [18.         35.33828351]\n","beta: [19.         35.15886937]\n","delta: [ 9.         35.93624036]\n","6/6 [==============================] - 0s 2ms/step - loss: 3.9055 - mape: 3.9055\n","6/6 [==============================] - 0s 2ms/step - loss: 3.9619 - mape: 3.9619\n","6/6 [==============================] - 0s 2ms/step - loss: 3.4695 - mape: 3.4695\n","6/6 [==============================] - 0s 2ms/step - loss: 3.4116 - mape: 3.4116\n","6/6 [==============================] - 0s 2ms/step - loss: 6.0222 - mape: 6.0222\n","6/6 [==============================] - 0s 2ms/step - loss: 3.5243 - mape: 3.5243\n","6/6 [==============================] - 0s 2ms/step - loss: 2.2876 - mape: 2.2876\n","6/6 [==============================] - 0s 4ms/step - loss: 3.7576 - mape: 3.7576\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413440dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132aeed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad23e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c1a350\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 2\n","alpha: [15.         35.44368764]\n","beta: [14.         35.55993667]\n","delta: [ 9.         35.93624036]\n","6/6 [==============================] - 0s 2ms/step - loss: 4.1195 - mape: 4.1195\n","6/6 [==============================] - 0s 2ms/step - loss: 3.7435 - mape: 3.7435\n","6/6 [==============================] - 0s 2ms/step - loss: 3.2236 - mape: 3.2236\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0736 - mape: 3.0736\n","6/6 [==============================] - 0s 2ms/step - loss: 3.3126 - mape: 3.3126\n","6/6 [==============================] - 0s 2ms/step - loss: 3.0609 - mape: 3.0609\n","6/6 [==============================] - 0s 2ms/step - loss: 6.1225 - mape: 6.1225\n","6/6 [==============================] - 0s 2ms/step - loss: 3.9998 - mape: 3.9998\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad23e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c1a350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413394210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c2a10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1e90\u003e]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 3\n","alpha: [13.         35.79496829]\n","beta: [19.         35.15886937]\n","delta: [16.         35.37344164]\n","6/6 [==============================] - 0s 2ms/step - loss: 3.7427 - mape: 3.7427\n","6/6 [==============================] - 0s 2ms/step - loss: 3.3743 - mape: 3.3743\n","6/6 [==============================] - 0s 2ms/step - loss: 4.0914 - mape: 4.0914\n","6/6 [==============================] - 0s 2ms/step - loss: 5.8420 - mape: 5.8420\n","6/6 [==============================] - 0s 2ms/step - loss: 4.6699 - mape: 4.6699\n","6/6 [==============================] - 0s 2ms/step - loss: 3.3278 - mape: 3.3278\n","6/6 [==============================] - 0s 2ms/step - loss: 3.8173 - mape: 3.8173\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7308 - mape: 4.7308\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c1a350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413394210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c2a10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad23e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0aa690\u003e]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 4\n","alpha: [18.         34.94829446]\n","beta: [15.         35.44368764]\n","delta: [19.         35.15886937]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0152 - mape: 3.0152\n","6/6 [==============================] - 0s 2ms/step - loss: 4.7437 - mape: 4.7437\n","6/6 [==============================] - 0s 2ms/step - loss: 2.9003 - mape: 2.9003\n","6/6 [==============================] - 0s 2ms/step - loss: 2.4236 - mape: 2.4236\n","6/6 [==============================] - 0s 2ms/step - loss: 3.9355 - mape: 3.9355\n","6/6 [==============================] - 0s 2ms/step - loss: 4.5593 - mape: 4.5593\n","6/6 [==============================] - 0s 2ms/step - loss: 8.9106 - mape: 8.9106\n","6/6 [==============================] - 0s 2ms/step - loss: 2.8354 - mape: 2.8354\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413394210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad23e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0aa690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c2a10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c1a350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a430910\u003e]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 5\n","alpha: [15.         35.44368764]\n","beta: [20.         35.42144939]\n","delta: [14.         35.51211345]\n","6/6 [==============================] - 0s 2ms/step - loss: 2.5119 - mape: 2.5119\n","6/6 [==============================] - 0s 2ms/step - loss: 5.7782 - mape: 5.7782\n","6/6 [==============================] - 0s 2ms/step - loss: 4.9058 - mape: 4.9058\n","6/6 [==============================] - 0s 3ms/step - loss: 5.6003 - mape: 5.6003\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9393 - mape: 2.9393\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4388 - mape: 4.4388\n","6/6 [==============================] - 0s 2ms/step - loss: 5.6685 - mape: 5.6685\n","6/6 [==============================] - 0s 2ms/step - loss: 4.7664 - mape: 4.7664\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413394210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0aa690\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c2a10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c1a350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141313e6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14135b0510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1e90\u003e]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 6\n","alpha: [ 9.         35.93624036]\n","beta: [18.         34.72730096]\n","delta: [14.         35.51211345]\n","6/6 [==============================] - 0s 2ms/step - loss: 2.4131 - mape: 2.4131\n","6/6 [==============================] - 0s 3ms/step - loss: 2.6733 - mape: 2.6733\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3361 - mape: 4.3361\n","6/6 [==============================] - 0s 2ms/step - loss: 4.0459 - mape: 4.0459\n","6/6 [==============================] - 0s 2ms/step - loss: 5.1070 - mape: 5.1070\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8710 - mape: 2.8710\n","6/6 [==============================] - 0s 3ms/step - loss: 6.7100 - mape: 6.7100\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7978 - mape: 4.7978\n","[1. 1. 3. 2. 1.]\n","[1. 1. 3. 2. 1.]\n","[1. 1. 3. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413394210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c1a350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14135b0510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141313e6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14134b2910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14136241d0\u003e]\n","[1. 3. 2. 1.]\n","[3. 2. 1.]\n","\n","Iteration: 7\n","alpha: [ 9.         35.93624036]\n","beta: [14.         35.51211345]\n","delta: [18.         40.41523829]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5748 - mape: 3.5748\n","6/6 [==============================] - 0s 2ms/step - loss: 2.4721 - mape: 2.4721\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9151 - mape: 3.9151\n","6/6 [==============================] - 0s 2ms/step - loss: 3.5613 - mape: 3.5613\n","6/6 [==============================] - 0s 2ms/step - loss: 3.6586 - mape: 3.6586\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9094 - mape: 3.9094\n","6/6 [==============================] - 0s 2ms/step - loss: 1.7108 - mape: 1.7108\n","6/6 [==============================] - 0s 3ms/step - loss: 1.4538 - mape: 1.4538\n","[1. 1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 1. 2. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14135b0510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141313e6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14134b2910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14136241d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413394210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133e5a90\u003e]\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","\n","Iteration: 8\n","alpha: [18.         34.72730096]\n","beta: [14.         35.51211345]\n","delta: [14.         35.29543966]\n","6/6 [==============================] - 0s 2ms/step - loss: 2.6233 - mape: 2.6233\n","6/6 [==============================] - 0s 2ms/step - loss: 2.1304 - mape: 2.1304\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3398 - mape: 4.3398\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9283 - mape: 2.9283\n","6/6 [==============================] - 0s 2ms/step - loss: 3.8631 - mape: 3.8631\n","6/6 [==============================] - 0s 2ms/step - loss: 3.9225 - mape: 3.9225\n","6/6 [==============================] - 0s 2ms/step - loss: 3.9855 - mape: 3.9855\n","6/6 [==============================] - 0s 2ms/step - loss: 3.0954 - mape: 3.0954\n","[1. 2. 1. 1. 1. 1. 2.]\n","[1. 2. 1. 1. 1. 1. 2.]\n","[1. 2. 1. 1. 1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14135b0510\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14134b2910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14136241d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133e5a90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141313e6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413394210\u003e]\n","[2. 1. 1. 1. 1. 2.]\n","[2. 1. 1. 1. 2.]\n","\n","Iteration: 9\n","alpha: [ 9.         35.93624036]\n","beta: [16.         35.39170208]\n","delta: [18.         34.72730096]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8826 - mape: 3.8826\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2625 - mape: 5.2625\n","6/6 [==============================] - 0s 2ms/step - loss: 3.8224 - mape: 3.8224\n","6/6 [==============================] - 0s 2ms/step - loss: 3.2282 - mape: 3.2282\n","6/6 [==============================] - 0s 2ms/step - loss: 4.4114 - mape: 4.4114\n","6/6 [==============================] - 0s 2ms/step - loss: 5.2051 - mape: 5.2051\n","6/6 [==============================] - 0s 3ms/step - loss: 2.6531 - mape: 2.6531\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5148 - mape: 3.5148\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14134b2910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14136241d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133e5a90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141313e6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413394210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14135f60d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e]\n","[1. 1. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","\n","Iteration: 10\n","alpha: [18.         34.94052734]\n","beta: [ 9.         35.93624036]\n","delta: [18.         34.72730096]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1030 - mape: 4.1030\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4147 - mape: 5.4147\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7556 - mape: 3.7556\n","6/6 [==============================] - 0s 2ms/step - loss: 4.5430 - mape: 4.5430\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9776 - mape: 2.9776\n","6/6 [==============================] - 0s 2ms/step - loss: 3.2688 - mape: 3.2688\n","6/6 [==============================] - 0s 2ms/step - loss: 2.8181 - mape: 2.8181\n","6/6 [==============================] - 0s 2ms/step - loss: 3.9858 - mape: 3.9858\n","[1. 2. 1. 2. 1. 1.]\n","[1. 2. 1. 2. 1. 1.]\n","[1. 2. 1. 2. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14133e5a90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141313e6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413394210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14135f60d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14136241d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14097bf790\u003e]\n","[1. 2. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","\n","Iteration: 11\n","alpha: [14.         35.51211345]\n","beta: [14.         35.15396608]\n","delta: [14.         35.29543966]\n","6/6 [==============================] - 0s 2ms/step - loss: 2.9819 - mape: 2.9819\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4290 - mape: 3.4290\n","6/6 [==============================] - 0s 4ms/step - loss: 2.8060 - mape: 2.8060\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9944 - mape: 2.9944\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0442 - mape: 3.0442\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7743 - mape: 4.7743\n","6/6 [==============================] - 0s 2ms/step - loss: 2.0892 - mape: 2.0892\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8061 - mape: 3.8061\n","[1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141313e6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14135f60d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14136241d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413394210\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14097bf790\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f15290\u003e]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","\n","Iteration: 12\n","alpha: [18.         34.72730096]\n","beta: [ 9.         35.93624036]\n","delta: [14.         35.51211345]\n","6/6 [==============================] - 0s 2ms/step - loss: 2.6488 - mape: 2.6488\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9426 - mape: 3.9426\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8460 - mape: 2.8460\n","6/6 [==============================] - 0s 3ms/step - loss: 3.2358 - mape: 3.2358\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0368 - mape: 4.0368\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7446 - mape: 3.7446\n","6/6 [==============================] - 0s 3ms/step - loss: 2.5293 - mape: 2.5293\n","6/6 [==============================] - 0s 2ms/step - loss: 3.8840 - mape: 3.8840\n","[1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14135f60d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14136241d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14097bf790\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f15290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141313e6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d50590\u003e]\n","[1. 1. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","\n","Iteration: 13\n","alpha: [13.         35.06666589]\n","beta: [ 9.         35.93624036]\n","delta: [18.         34.72730096]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.9821 - mape: 5.9821\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0473 - mape: 4.0473\n","6/6 [==============================] - 0s 3ms/step - loss: 5.6053 - mape: 5.6053\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9199 - mape: 3.9199\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5608 - mape: 3.5608\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7945 - mape: 4.7945\n","6/6 [==============================] - 0s 4ms/step - loss: 3.8258 - mape: 3.8258\n","6/6 [==============================] - 0s 2ms/step - loss: 3.5044 - mape: 3.5044\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14136241d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141313e6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d50590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f15290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa6d0\u003e]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 14\n","alpha: [13.         35.06666589]\n","beta: [16.        34.9769438]\n","delta: [18.         34.72730096]\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8803 - mape: 2.8803\n","6/6 [==============================] - 0s 2ms/step - loss: 6.2708 - mape: 6.2708\n","6/6 [==============================] - 0s 2ms/step - loss: 3.8190 - mape: 3.8190\n","6/6 [==============================] - 0s 2ms/step - loss: 6.2562 - mape: 6.2562\n","6/6 [==============================] - 0s 4ms/step - loss: 2.5031 - mape: 2.5031\n","6/6 [==============================] - 0s 3ms/step - loss: 5.6739 - mape: 5.6739\n","6/6 [==============================] - 0s 2ms/step - loss: 4.5873 - mape: 4.5873\n","6/6 [==============================] - 0s 3ms/step - loss: 5.1541 - mape: 5.1541\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14136241d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141313e6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d50590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f15290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 15\n","alpha: [14.        35.1185439]\n","beta: [16.        34.9769438]\n","delta: [18.         34.94052734]\n","6/6 [==============================] - 0s 3ms/step - loss: 9.7297 - mape: 9.7297\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2897 - mape: 4.2897\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2061 - mape: 4.2061\n","6/6 [==============================] - 0s 2ms/step - loss: 6.8279 - mape: 6.8279\n","6/6 [==============================] - 0s 3ms/step - loss: 7.1062 - mape: 7.1062\n","6/6 [==============================] - 0s 3ms/step - loss: 2.5804 - mape: 2.5804\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4293 - mape: 3.4293\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1462 - mape: 3.1462\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14136241d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141313e6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d50590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f15290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1410\u003e]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 16\n","alpha: [18.         34.72730096]\n","beta: [17.         34.94591283]\n","delta: [13.         35.06666589]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0511 - mape: 4.0511\n","6/6 [==============================] - 0s 2ms/step - loss: 4.3765 - mape: 4.3765\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4478 - mape: 3.4478\n","6/6 [==============================] - 0s 3ms/step - loss: 2.3964 - mape: 2.3964\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6712 - mape: 3.6712\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2230 - mape: 4.2230\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1154 - mape: 3.1154\n","6/6 [==============================] - 0s 4ms/step - loss: 3.7310 - mape: 3.7310\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14136241d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d50590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f15290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141313e6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1410\u003e]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 17\n","alpha: [18.         34.72730096]\n","beta: [15.         34.95866497]\n","delta: [16.        34.9769438]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1385 - mape: 3.1385\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3912 - mape: 3.3912\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8067 - mape: 3.8067\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5559 - mape: 3.5559\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0743 - mape: 5.0743\n","6/6 [==============================] - 0s 3ms/step - loss: 2.4086 - mape: 2.4086\n","6/6 [==============================] - 0s 3ms/step - loss: 5.1605 - mape: 5.1605\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0806 - mape: 3.0806\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14136241d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d50590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f15290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141313e6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa6d0\u003e]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","\n","Iteration: 18\n","alpha: [16.        34.9769438]\n","beta: [18.         34.94052734]\n","delta: [12.         35.15575383]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9138 - mape: 4.9138\n","6/6 [==============================] - 0s 2ms/step - loss: 3.5081 - mape: 3.5081\n","6/6 [==============================] - 0s 3ms/step - loss: 5.1740 - mape: 5.1740\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0243 - mape: 4.0243\n","6/6 [==============================] - 0s 4ms/step - loss: 4.0386 - mape: 4.0386\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1398 - mape: 3.1398\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9865 - mape: 2.9865\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5266 - mape: 4.5266\n","[1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411d50590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f15290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141313e6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14136241d0\u003e]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 19\n","alpha: [12.         35.15575383]\n","beta: [14.        35.1185439]\n","delta: [ 9.         35.93624036]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4793 - mape: 5.4793\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3385 - mape: 3.3385\n","6/6 [==============================] - 0s 5ms/step - loss: 2.5516 - mape: 2.5516\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2484 - mape: 5.2484\n","6/6 [==============================] - 0s 3ms/step - loss: 6.3364 - mape: 6.3364\n","6/6 [==============================] - 0s 3ms/step - loss: 5.6355 - mape: 5.6355\n","6/6 [==============================] - 0s 2ms/step - loss: 3.4164 - mape: 3.4164\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2009 - mape: 4.2009\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141313e6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14136241d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d50590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f99190\u003e]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 20\n","alpha: [ 9.         35.93624036]\n","beta: [13.         35.02471952]\n","delta: [17.         35.23862517]\n","6/6 [==============================] - 0s 2ms/step - loss: 3.7601 - mape: 3.7601\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7356 - mape: 3.7356\n","6/6 [==============================] - 0s 3ms/step - loss: 3.2260 - mape: 3.2260\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0654 - mape: 3.0654\n","6/6 [==============================] - 0s 5ms/step - loss: 3.9949 - mape: 3.9949\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1838 - mape: 3.1838\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5557 - mape: 3.5557\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9581 - mape: 3.9581\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a2c1410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141313e6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14136241d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d50590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f99190\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adb7550\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 21\n","alpha: [16.        34.9769438]\n","beta: [15.         34.95866497]\n","delta: [12.         35.15575383]\n","6/6 [==============================] - 0s 3ms/step - loss: 6.2155 - mape: 6.2155\n","6/6 [==============================] - 0s 3ms/step - loss: 5.6834 - mape: 5.6834\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0714 - mape: 4.0714\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2749 - mape: 4.2749\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4108 - mape: 5.4108\n","6/6 [==============================] - 0s 4ms/step - loss: 3.4650 - mape: 3.4650\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5598 - mape: 4.5598\n","6/6 [==============================] - 0s 2ms/step - loss: 5.7914 - mape: 5.7914\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14136241d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d50590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f99190\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adb7550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b2d0\u003e]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 22\n","alpha: [12.         35.15575383]\n","beta: [15.         34.95866497]\n","delta: [16.        34.9769438]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0789 - mape: 4.0789\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7166 - mape: 3.7166\n","6/6 [==============================] - 0s 3ms/step - loss: 6.7088 - mape: 6.7088\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7322 - mape: 4.7322\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5468 - mape: 4.5468\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0677 - mape: 3.0677\n","6/6 [==============================] - 0s 2ms/step - loss: 2.6627 - mape: 2.6627\n","6/6 [==============================] - 0s 3ms/step - loss: 2.7966 - mape: 2.7966\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14136241d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f99190\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adb7550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d50590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa6d0\u003e]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 23\n","alpha: [12.         35.15575383]\n","beta: [15.         34.95866497]\n","delta: [18.         34.94052734]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3131 - mape: 4.3131\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9511 - mape: 3.9511\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0931 - mape: 3.0931\n","6/6 [==============================] - 0s 2ms/step - loss: 4.1968 - mape: 4.1968\n","6/6 [==============================] - 0s 2ms/step - loss: 3.8737 - mape: 3.8737\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3823 - mape: 5.3823\n","6/6 [==============================] - 0s 2ms/step - loss: 3.9901 - mape: 3.9901\n","6/6 [==============================] - 0s 2ms/step - loss: 2.2429 - mape: 2.2429\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f99190\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adb7550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d50590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e]\n","[1. 2. 1. 1. 2. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 24\n","alpha: [ 9.         35.93624036]\n","beta: [15.         34.95866497]\n","delta: [12.         35.15575383]\n","6/6 [==============================] - 0s 3ms/step - loss: 8.1551 - mape: 8.1551\n","6/6 [==============================] - 0s 2ms/step - loss: 2.7921 - mape: 2.7921\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4557 - mape: 4.4557\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7066 - mape: 5.7066\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3719 - mape: 3.3719\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9641 - mape: 2.9641\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5085 - mape: 3.5085\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0983 - mape: 3.0983\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f99190\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adb7550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d50590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa6d0\u003e]\n","[1. 1. 2. 1. 2. 1.]\n","[1. 1. 2. 1. 2.]\n","\n","Iteration: 25\n","alpha: [15.        34.7155356]\n","beta: [16.        34.9769438]\n","delta: [13.         35.01120481]\n","6/6 [==============================] - 0s 2ms/step - loss: 2.4892 - mape: 2.4892\n","6/6 [==============================] - 0s 4ms/step - loss: 3.4138 - mape: 3.4138\n","6/6 [==============================] - 0s 2ms/step - loss: 3.6959 - mape: 3.6959\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8180 - mape: 5.8180\n","6/6 [==============================] - 0s 3ms/step - loss: 2.5284 - mape: 2.5284\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0572 - mape: 3.0572\n","6/6 [==============================] - 0s 2ms/step - loss: 1.6135 - mape: 1.6135\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8709 - mape: 3.8709\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f99190\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adb7550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d50590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e]\n","[1. 1. 2. 1. 2. 1.]\n","[1. 2. 1. 2. 1.]\n","\n","Iteration: 26\n","alpha: [14.         35.16120224]\n","beta: [ 9.         35.93624036]\n","delta: [16.        34.9769438]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1207 - mape: 3.1207\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6312 - mape: 3.6312\n","6/6 [==============================] - 0s 4ms/step - loss: 2.9301 - mape: 2.9301\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9883 - mape: 2.9883\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2949 - mape: 4.2949\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9630 - mape: 2.9630\n","6/6 [==============================] - 0s 2ms/step - loss: 5.1245 - mape: 5.1245\n","6/6 [==============================] - 0s 2ms/step - loss: 3.5571 - mape: 3.5571\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adb7550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d50590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f0c410\u003e]\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 2.]\n","\n","Iteration: 27\n","alpha: [13.         35.01120481]\n","beta: [16.        34.9769438]\n","delta: [13.         34.98811194]\n","6/6 [==============================] - 0s 4ms/step - loss: 3.1268 - mape: 3.1268\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4015 - mape: 4.4015\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9757 - mape: 3.9757\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3029 - mape: 5.3029\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6484 - mape: 3.6484\n","6/6 [==============================] - 0s 3ms/step - loss: 6.2059 - mape: 6.2059\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4842 - mape: 3.4842\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1760 - mape: 6.1760\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411d50590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f0c410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adb7550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e]\n","[1. 2. 1. 1. 2. 1.]\n","[1. 2. 1. 2. 1.]\n","\n","Iteration: 28\n","alpha: [ 9.         35.93624036]\n","beta: [14.         35.16120224]\n","delta: [12.         35.15575383]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1680 - mape: 3.1680\n","6/6 [==============================] - 0s 2ms/step - loss: 5.2164 - mape: 5.2164\n","6/6 [==============================] - 0s 3ms/step - loss: 3.2028 - mape: 3.2028\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7077 - mape: 3.7077\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2600 - mape: 5.2600\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8688 - mape: 2.8688\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4459 - mape: 4.4459\n","6/6 [==============================] - 0s 3ms/step - loss: 8.0940 - mape: 8.0940\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f0c410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adb7550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411ba33d0\u003e]\n","[1. 2. 1. 1. 2. 1.]\n","[1. 2. 1. 1. 2.]\n","\n","Iteration: 29\n","alpha: [ 9.         35.93624036]\n","beta: [16.        34.9769438]\n","delta: [12.         34.74219029]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7074 - mape: 3.7074\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1328 - mape: 3.1328\n","6/6 [==============================] - 0s 2ms/step - loss: 3.3672 - mape: 3.3672\n","6/6 [==============================] - 0s 2ms/step - loss: 3.5692 - mape: 3.5692\n","6/6 [==============================] - 0s 6ms/step - loss: 3.7966 - mape: 3.7966\n","6/6 [==============================] - 0s 3ms/step - loss: 7.1842 - mape: 7.1842\n","6/6 [==============================] - 0s 4ms/step - loss: 3.0798 - mape: 3.0798\n","6/6 [==============================] - 0s 3ms/step - loss: 7.0074 - mape: 7.0074\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14130aa6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f0c410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adb7550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411ba33d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e]\n","[1. 2. 1. 1. 2. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 30\n","alpha: [ 9.         35.93624036]\n","beta: [15.        34.7861397]\n","delta: [15.         34.95866497]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.9163 - mape: 5.9163\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1360 - mape: 3.1360\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7774 - mape: 4.7774\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9230 - mape: 3.9230\n","6/6 [==============================] - 0s 3ms/step - loss: 6.0413 - mape: 6.0413\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2889 - mape: 5.2889\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3835 - mape: 3.3835\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3624 - mape: 3.3624\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14130aa6d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f0c410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adb7550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411ba33d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 31\n","alpha: [15.        34.7861397]\n","beta: [16.        34.9769438]\n","delta: [ 9.         35.93624036]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5814 - mape: 3.5814\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6008 - mape: 3.6008\n","6/6 [==============================] - 0s 3ms/step - loss: 8.5358 - mape: 8.5358\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6145 - mape: 3.6145\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9259 - mape: 3.9259\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9011 - mape: 2.9011\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2721 - mape: 4.2721\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0277 - mape: 5.0277\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1405f1b050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f0c410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adb7550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411ba33d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b34650\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 32\n","alpha: [16.        34.9769438]\n","beta: [14.         35.16120224]\n","delta: [12.         34.74219029]\n","6/6 [==============================] - 0s 2ms/step - loss: 6.0130 - mape: 6.0130\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3243 - mape: 4.3243\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4562 - mape: 3.4562\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9802 - mape: 3.9802\n","6/6 [==============================] - 0s 2ms/step - loss: 2.6305 - mape: 2.6305\n","6/6 [==============================] - 0s 3ms/step - loss: 2.4340 - mape: 2.4340\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7453 - mape: 3.7453\n","6/6 [==============================] - 0s 4ms/step - loss: 3.6504 - mape: 3.6504\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1405f1b050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f0c410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adb7550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411ba33d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b34650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b2d0\u003e]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","\n","Iteration: 33\n","alpha: [ 9.         35.93624036]\n","beta: [12.         34.74219029]\n","delta: [14.         35.16120224]\n","6/6 [==============================] - 0s 4ms/step - loss: 7.6912 - mape: 7.6912\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3818 - mape: 3.3818\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3046 - mape: 3.3046\n","6/6 [==============================] - 0s 3ms/step - loss: 5.1962 - mape: 5.1962\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6767 - mape: 4.6767\n","6/6 [==============================] - 0s 4ms/step - loss: 2.7666 - mape: 2.7666\n","6/6 [==============================] - 0s 3ms/step - loss: 1.9717 - mape: 1.9717\n","6/6 [==============================] - 0s 3ms/step - loss: 31.5728 - mape: 31.5728\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1405f0c410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adb7550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b34650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411ba33d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 34\n","alpha: [13.      31.57278]\n","beta: [16.        34.9769438]\n","delta: [15.        34.7861397]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9764 - mape: 3.9764\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5443 - mape: 4.5443\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7865 - mape: 5.7865\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6771 - mape: 3.6771\n","6/6 [==============================] - 0s 3ms/step - loss: 2.4640 - mape: 2.4640\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1257 - mape: 3.1257\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5578 - mape: 3.5578\n","6/6 [==============================] - 0s 2ms/step - loss: 2.8933 - mape: 2.8933\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1405f0c410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adb7550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b34650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411ba33d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","\n","Iteration: 35\n","alpha: [14.         35.16120224]\n","beta: [15.        34.7861397]\n","delta: [13.      31.57278]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1799 - mape: 3.1799\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5994 - mape: 3.5994\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6640 - mape: 4.6640\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4566 - mape: 5.4566\n","6/6 [==============================] - 0s 3ms/step - loss: 7.3639 - mape: 7.3639\n","6/6 [==============================] - 0s 3ms/step - loss: 2.2240 - mape: 2.2240\n","6/6 [==============================] - 0s 4ms/step - loss: 5.9669 - mape: 5.9669\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4549 - mape: 4.4549\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adb7550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b34650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411ba33d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b2d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","\n","Iteration: 36\n","alpha: [14.         34.82356542]\n","beta: [14.         35.16120224]\n","delta: [13.      31.57278]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9455 - mape: 3.9455\n","6/6 [==============================] - 0s 3ms/step - loss: 7.2200 - mape: 7.2200\n","6/6 [==============================] - 0s 3ms/step - loss: 5.1287 - mape: 5.1287\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7466 - mape: 4.7466\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8342 - mape: 3.8342\n","6/6 [==============================] - 0s 3ms/step - loss: 1.7541 - mape: 1.7541\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0356 - mape: 4.0356\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8459 - mape: 2.8459\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adb7550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411ba33d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b34650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1405f1b2d0\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 37\n","alpha: [ 9.         35.93624036]\n","beta: [16.        34.9769438]\n","delta: [13.      31.57278]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4806 - mape: 4.4806\n","6/6 [==============================] - 0s 4ms/step - loss: 2.8665 - mape: 2.8665\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6969 - mape: 3.6969\n","6/6 [==============================] - 0s 3ms/step - loss: 4.8629 - mape: 4.8629\n","6/6 [==============================] - 0s 3ms/step - loss: 2.5163 - mape: 2.5163\n","6/6 [==============================] - 0s 4ms/step - loss: 2.4654 - mape: 2.4654\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0534 - mape: 3.0534\n","6/6 [==============================] - 0s 3ms/step - loss: 6.3053 - mape: 6.3053\n","[1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adb7550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411ba33d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b34650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 38\n","alpha: [13.      31.57278]\n","beta: [10.         35.06155351]\n","delta: [16.        34.9769438]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7040 - mape: 5.7040\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3172 - mape: 3.3172\n","6/6 [==============================] - 0s 2ms/step - loss: 4.1986 - mape: 4.1986\n","6/6 [==============================] - 0s 4ms/step - loss: 4.9792 - mape: 4.9792\n","6/6 [==============================] - 0s 4ms/step - loss: 6.1709 - mape: 6.1709\n","6/6 [==============================] - 0s 4ms/step - loss: 5.4528 - mape: 5.4528\n","6/6 [==============================] - 0s 2ms/step - loss: 4.5522 - mape: 4.5522\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5433 - mape: 4.5433\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411ba33d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b34650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 39\n","alpha: [13.         34.66919641]\n","beta: [ 9.         35.93624036]\n","delta: [10.         35.06155351]\n","6/6 [==============================] - 0s 4ms/step - loss: 2.5465 - mape: 2.5465\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6413 - mape: 3.6413\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3273 - mape: 4.3273\n","6/6 [==============================] - 0s 2ms/step - loss: 2.6051 - mape: 2.6051\n","6/6 [==============================] - 0s 3ms/step - loss: 2.7422 - mape: 2.7422\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8253 - mape: 3.8253\n","6/6 [==============================] - 0s 2ms/step - loss: 4.1320 - mape: 4.1320\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5279 - mape: 4.5279\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411ba33d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b34650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 40\n","alpha: [11.         34.90440117]\n","beta: [15.        34.7861397]\n","delta: [10.         35.06155351]\n","6/6 [==============================] - 0s 4ms/step - loss: 3.2401 - mape: 3.2401\n","6/6 [==============================] - 0s 4ms/step - loss: 3.5839 - mape: 3.5839\n","6/6 [==============================] - 0s 3ms/step - loss: 2.5711 - mape: 2.5711\n","6/6 [==============================] - 0s 4ms/step - loss: 4.3076 - mape: 4.3076\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4209 - mape: 3.4209\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7359 - mape: 3.7359\n","6/6 [==============================] - 0s 2ms/step - loss: 3.5290 - mape: 3.5290\n","6/6 [==============================] - 0s 2ms/step - loss: 7.3290 - mape: 7.3290\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411ba33d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b34650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 41\n","alpha: [12.         34.74219029]\n","beta: [10.         35.06155351]\n","delta: [11.         34.90440117]\n","6/6 [==============================] - 0s 2ms/step - loss: 2.7629 - mape: 2.7629\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7708 - mape: 5.7708\n","6/6 [==============================] - 0s 4ms/step - loss: 5.4941 - mape: 5.4941\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8146 - mape: 2.8146\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3444 - mape: 3.3444\n","6/6 [==============================] - 0s 2ms/step - loss: 3.2331 - mape: 3.2331\n","6/6 [==============================] - 0s 4ms/step - loss: 2.9516 - mape: 2.9516\n","6/6 [==============================] - 0s 4ms/step - loss: 3.0492 - mape: 3.0492\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411b34650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411ba33d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 42\n","alpha: [11.         34.90440117]\n","beta: [15.        34.7861397]\n","delta: [13.      31.57278]\n","6/6 [==============================] - 0s 4ms/step - loss: 3.4668 - mape: 3.4668\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3089 - mape: 3.3089\n","6/6 [==============================] - 0s 4ms/step - loss: 6.0681 - mape: 6.0681\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8651 - mape: 5.8651\n","6/6 [==============================] - 0s 4ms/step - loss: 3.0931 - mape: 3.0931\n","6/6 [==============================] - 0s 2ms/step - loss: 3.6989 - mape: 3.6989\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6038 - mape: 3.6038\n","6/6 [==============================] - 0s 3ms/step - loss: 6.3980 - mape: 6.3980\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411ba33d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 43\n","alpha: [11.         34.90440117]\n","beta: [14.        34.6977163]\n","delta: [15.        34.7861397]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6127 - mape: 3.6127\n","6/6 [==============================] - 0s 2ms/step - loss: 3.5137 - mape: 3.5137\n","6/6 [==============================] - 0s 4ms/step - loss: 2.7716 - mape: 2.7716\n","6/6 [==============================] - 0s 4ms/step - loss: 3.3347 - mape: 3.3347\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7771 - mape: 3.7771\n","6/6 [==============================] - 0s 4ms/step - loss: 4.5389 - mape: 4.5389\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1427 - mape: 4.1427\n","6/6 [==============================] - 0s 4ms/step - loss: 4.3634 - mape: 4.3634\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a0fba90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411ba33d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 44\n","alpha: [13.      31.57278]\n","beta: [15.        34.7861397]\n","delta: [ 9.         35.93624036]\n","6/6 [==============================] - 0s 4ms/step - loss: 4.6250 - mape: 4.6250\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0813 - mape: 4.0813\n","6/6 [==============================] - 0s 4ms/step - loss: 2.4254 - mape: 2.4254\n","6/6 [==============================] - 0s 4ms/step - loss: 2.4296 - mape: 2.4296\n","6/6 [==============================] - 0s 3ms/step - loss: 2.7350 - mape: 2.7350\n","6/6 [==============================] - 0s 2ms/step - loss: 3.2022 - mape: 3.2022\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5681 - mape: 4.5681\n","6/6 [==============================] - 0s 4ms/step - loss: 3.7679 - mape: 3.7679\n","[1. 1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411ba33d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a016350\u003e]\n","[1. 1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","\n","Iteration: 45\n","alpha: [10.         35.06155351]\n","beta: [13.      31.57278]\n","delta: [11.         34.90440117]\n","6/6 [==============================] - 0s 4ms/step - loss: 3.3075 - mape: 3.3075\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4378 - mape: 3.4378\n","6/6 [==============================] - 0s 4ms/step - loss: 3.0306 - mape: 3.0306\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6852 - mape: 4.6852\n","6/6 [==============================] - 0s 4ms/step - loss: 5.2183 - mape: 5.2183\n","6/6 [==============================] - 0s 2ms/step - loss: 5.0152 - mape: 5.0152\n","6/6 [==============================] - 0s 2ms/step - loss: 7.0553 - mape: 7.0553\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5760 - mape: 4.5760\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413439910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a016350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e]\n","[1. 2. 1. 1. 2. 1.]\n","[1. 2. 1. 2. 1.]\n","\n","Iteration: 46\n","alpha: [10.         35.06155351]\n","beta: [13.         34.66919641]\n","delta: [ 9.         35.93624036]\n","6/6 [==============================] - 0s 4ms/step - loss: 2.3924 - mape: 2.3924\n","6/6 [==============================] - 0s 4ms/step - loss: 4.5229 - mape: 4.5229\n","6/6 [==============================] - 0s 3ms/step - loss: 7.8152 - mape: 7.8152\n","6/6 [==============================] - 0s 4ms/step - loss: 3.9166 - mape: 3.9166\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7728 - mape: 3.7728\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8602 - mape: 3.8602\n","6/6 [==============================] - 0s 4ms/step - loss: 2.0556 - mape: 2.0556\n","6/6 [==============================] - 0s 4ms/step - loss: 2.7257 - mape: 2.7257\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a016350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e]\n","[1. 2. 1. 1. 2. 1.]\n","[1. 2. 1. 2. 1.]\n","\n","Iteration: 47\n","alpha: [ 9.         35.77322861]\n","beta: [13.         34.66919641]\n","delta: [10.         35.06155351]\n","6/6 [==============================] - 0s 4ms/step - loss: 3.3882 - mape: 3.3882\n","6/6 [==============================] - 0s 4ms/step - loss: 3.3617 - mape: 3.3617\n","6/6 [==============================] - 0s 4ms/step - loss: 4.9117 - mape: 4.9117\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9115 - mape: 2.9115\n","6/6 [==============================] - 0s 4ms/step - loss: 4.1134 - mape: 4.1134\n","6/6 [==============================] - 0s 2ms/step - loss: 6.3342 - mape: 6.3342\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8257 - mape: 2.8257\n","6/6 [==============================] - 0s 4ms/step - loss: 3.2935 - mape: 3.2935\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a016350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e]\n","[1. 2. 1. 1. 2. 1.]\n","[1. 2. 1. 1. 2.]\n","\n","Iteration: 48\n","alpha: [10.         35.06155351]\n","beta: [15.        34.7861397]\n","delta: [13.         34.66919641]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3895 - mape: 3.3895\n","6/6 [==============================] - 0s 4ms/step - loss: 2.6553 - mape: 2.6553\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8423 - mape: 2.8423\n","6/6 [==============================] - 0s 2ms/step - loss: 3.5630 - mape: 3.5630\n","6/6 [==============================] - 0s 4ms/step - loss: 4.2025 - mape: 4.2025\n","6/6 [==============================] - 0s 2ms/step - loss: 2.9615 - mape: 2.9615\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2052 - mape: 4.2052\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8526 - mape: 5.8526\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a016350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e]\n","[1. 2. 1. 1. 2. 1.]\n","[1. 2. 1. 2. 1.]\n","\n","Iteration: 49\n","alpha: [ 9.         35.77322861]\n","beta: [13.      31.57278]\n","delta: [13.         34.66919641]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5351 - mape: 3.5351\n","6/6 [==============================] - 0s 3ms/step - loss: 2.7375 - mape: 2.7375\n","6/6 [==============================] - 0s 2ms/step - loss: 4.6235 - mape: 4.6235\n","6/6 [==============================] - 0s 2ms/step - loss: 2.0839 - mape: 2.0839\n","6/6 [==============================] - 0s 2ms/step - loss: 3.6544 - mape: 3.6544\n","6/6 [==============================] - 0s 3ms/step - loss: 2.6750 - mape: 2.6750\n","6/6 [==============================] - 0s 4ms/step - loss: 2.9178 - mape: 2.9178\n","6/6 [==============================] - 0s 4ms/step - loss: 6.3579 - mape: 6.3579\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a016350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e]\n","[1. 1. 2. 1. 2. 1.]\n","[1. 2. 1. 2. 1.]\n","\n","Iteration: 50\n","alpha: [13.         34.66919641]\n","beta: [ 9.         35.77322861]\n","delta: [10.         35.06155351]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0647 - mape: 4.0647\n","6/6 [==============================] - 0s 2ms/step - loss: 5.7599 - mape: 5.7599\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1206 - mape: 4.1206\n","6/6 [==============================] - 0s 2ms/step - loss: 3.0038 - mape: 3.0038\n","6/6 [==============================] - 0s 4ms/step - loss: 3.6142 - mape: 3.6142\n","6/6 [==============================] - 0s 3ms/step - loss: 6.5075 - mape: 6.5075\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1900 - mape: 3.1900\n","6/6 [==============================] - 0s 2ms/step - loss: 4.3658 - mape: 4.3658\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a016350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e]\n","[1. 1. 2. 1. 2. 1.]\n","[1. 2. 1. 2. 1.]\n","\n","Iteration: 51\n","alpha: [13.      31.57278]\n","beta: [10.         35.06155351]\n","delta: [15.        34.7861397]\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9563 - mape: 2.9563\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5290 - mape: 3.5290\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6354 - mape: 4.6354\n","6/6 [==============================] - 0s 4ms/step - loss: 4.8076 - mape: 4.8076\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9841 - mape: 2.9841\n","6/6 [==============================] - 0s 4ms/step - loss: 2.4330 - mape: 2.4330\n","6/6 [==============================] - 0s 5ms/step - loss: 2.4610 - mape: 2.4610\n","6/6 [==============================] - 0s 4ms/step - loss: 2.3662 - mape: 2.3662\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a016350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e]\n","[1. 1. 2. 1. 2. 1.]\n","[1. 1. 2. 2. 1.]\n","\n","Iteration: 52\n","alpha: [13.         34.66919641]\n","beta: [13.      31.57278]\n","delta: [11.         34.90440117]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.8597 - mape: 4.8597\n","6/6 [==============================] - 0s 3ms/step - loss: 6.6369 - mape: 6.6369\n","6/6 [==============================] - 0s 4ms/step - loss: 4.0938 - mape: 4.0938\n","6/6 [==============================] - 0s 4ms/step - loss: 3.5178 - mape: 3.5178\n","6/6 [==============================] - 0s 4ms/step - loss: 3.3251 - mape: 3.3251\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8508 - mape: 2.8508\n","6/6 [==============================] - 0s 4ms/step - loss: 4.5912 - mape: 4.5912\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3905 - mape: 4.3905\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","[1. 1. 2. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a016350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e]\n","[1. 2. 1. 1. 2. 1.]\n","[1. 2. 1. 1. 2.]\n","\n","Iteration: 53\n","alpha: [ 9.         35.77322861]\n","beta: [15.        34.7861397]\n","delta: [13.      31.57278]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8178 - mape: 3.8178\n","6/6 [==============================] - 0s 4ms/step - loss: 3.6945 - mape: 3.6945\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5041 - mape: 4.5041\n","6/6 [==============================] - 0s 2ms/step - loss: 3.5065 - mape: 3.5065\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8688 - mape: 3.8688\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8041 - mape: 2.8041\n","6/6 [==============================] - 0s 2ms/step - loss: 3.6784 - mape: 3.6784\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5532 - mape: 3.5532\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 54\n","alpha: [12.       34.870298]\n","beta: [13.         34.66919641]\n","delta: [ 9.         35.77322861]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9894 - mape: 4.9894\n","6/6 [==============================] - 0s 4ms/step - loss: 2.6941 - mape: 2.6941\n","6/6 [==============================] - 0s 4ms/step - loss: 3.3305 - mape: 3.3305\n","6/6 [==============================] - 0s 5ms/step - loss: 3.2201 - mape: 3.2201\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3259 - mape: 3.3259\n","6/6 [==============================] - 0s 4ms/step - loss: 4.0252 - mape: 4.0252\n","6/6 [==============================] - 0s 4ms/step - loss: 2.9081 - mape: 2.9081\n","6/6 [==============================] - 0s 4ms/step - loss: 4.1052 - mape: 4.1052\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 55\n","alpha: [12.       34.870298]\n","beta: [13.         34.66919641]\n","delta: [14.        34.6977163]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3312 - mape: 4.3312\n","6/6 [==============================] - 0s 2ms/step - loss: 3.7444 - mape: 3.7444\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7535 - mape: 3.7535\n","6/6 [==============================] - 0s 5ms/step - loss: 4.8305 - mape: 4.8305\n","6/6 [==============================] - 0s 2ms/step - loss: 4.5769 - mape: 4.5769\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9439 - mape: 4.9439\n","6/6 [==============================] - 0s 2ms/step - loss: 4.5669 - mape: 4.5669\n","6/6 [==============================] - 0s 4ms/step - loss: 2.9973 - mape: 2.9973\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 56\n","alpha: [13.         34.66919641]\n","beta: [13.      31.57278]\n","delta: [12.       34.870298]\n","6/6 [==============================] - 0s 2ms/step - loss: 2.1778 - mape: 2.1778\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9165 - mape: 4.9165\n","6/6 [==============================] - 0s 3ms/step - loss: 7.1260 - mape: 7.1260\n","6/6 [==============================] - 0s 4ms/step - loss: 3.6832 - mape: 3.6832\n","6/6 [==============================] - 0s 5ms/step - loss: 4.6391 - mape: 4.6391\n","6/6 [==============================] - 0s 4ms/step - loss: 3.8714 - mape: 3.8714\n","6/6 [==============================] - 0s 4ms/step - loss: 4.4794 - mape: 4.4794\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8224 - mape: 5.8224\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 57\n","alpha: [13.      31.57278]\n","beta: [ 9.         35.77322861]\n","delta: [10.         35.06155351]\n","6/6 [==============================] - 0s 4ms/step - loss: 3.1566 - mape: 3.1566\n","6/6 [==============================] - 0s 4ms/step - loss: 5.5955 - mape: 5.5955\n","6/6 [==============================] - 0s 4ms/step - loss: 4.1165 - mape: 4.1165\n","6/6 [==============================] - 0s 4ms/step - loss: 5.1037 - mape: 5.1037\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4324 - mape: 4.4324\n","6/6 [==============================] - 0s 5ms/step - loss: 7.6666 - mape: 7.6666\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0991 - mape: 5.0991\n","6/6 [==============================] - 0s 4ms/step - loss: 3.1704 - mape: 3.1704\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 58\n","alpha: [ 9.         35.77322861]\n","beta: [15.        34.7861397]\n","delta: [13.         34.66919641]\n","6/6 [==============================] - 0s 6ms/step - loss: 2.8939 - mape: 2.8939\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8915 - mape: 2.8915\n","6/6 [==============================] - 0s 4ms/step - loss: 4.4030 - mape: 4.4030\n","6/6 [==============================] - 0s 4ms/step - loss: 3.5922 - mape: 3.5922\n","6/6 [==============================] - 0s 4ms/step - loss: 1.8398 - mape: 1.8398\n","6/6 [==============================] - 0s 4ms/step - loss: 3.0468 - mape: 3.0468\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4836 - mape: 3.4836\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3298 - mape: 3.3298\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a279e90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 59\n","alpha: [ 9.         35.77322861]\n","beta: [13.         34.66919641]\n","delta: [12.       34.870298]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6742 - mape: 3.6742\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8329 - mape: 3.8329\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8780 - mape: 5.8780\n","6/6 [==============================] - 0s 3ms/step - loss: 6.2754 - mape: 6.2754\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8532 - mape: 5.8532\n","6/6 [==============================] - 0s 2ms/step - loss: 2.8136 - mape: 2.8136\n","6/6 [==============================] - 0s 4ms/step - loss: 5.4474 - mape: 5.4474\n","6/6 [==============================] - 0s 4ms/step - loss: 3.6956 - mape: 3.6956\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 60\n","alpha: [14.        34.6977163]\n","beta: [13.      31.57278]\n","delta: [ 9.         35.77322861]\n","6/6 [==============================] - 0s 4ms/step - loss: 2.8158 - mape: 2.8158\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0986 - mape: 5.0986\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4916 - mape: 3.4916\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9475 - mape: 2.9475\n","6/6 [==============================] - 0s 4ms/step - loss: 5.0624 - mape: 5.0624\n","6/6 [==============================] - 0s 4ms/step - loss: 4.0598 - mape: 4.0598\n","6/6 [==============================] - 0s 2ms/step - loss: 3.1730 - mape: 3.1730\n","6/6 [==============================] - 0s 4ms/step - loss: 3.1962 - mape: 3.1962\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 61\n","alpha: [13.         34.66919641]\n","beta: [15.        34.7861397]\n","delta: [12.       34.870298]\n","6/6 [==============================] - 0s 2ms/step - loss: 4.6649 - mape: 4.6649\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1512 - mape: 3.1512\n","6/6 [==============================] - 0s 4ms/step - loss: 3.1711 - mape: 3.1711\n","6/6 [==============================] - 0s 2ms/step - loss: 3.6937 - mape: 3.6937\n","6/6 [==============================] - 0s 3ms/step - loss: 2.3707 - mape: 2.3707\n","6/6 [==============================] - 0s 3ms/step - loss: 2.6539 - mape: 2.6539\n","6/6 [==============================] - 0s 4ms/step - loss: 3.9762 - mape: 3.9762\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1532 - mape: 3.1532\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 62\n","alpha: [13.         34.66919641]\n","beta: [15.        34.7861397]\n","delta: [14.        34.6977163]\n","6/6 [==============================] - 0s 4ms/step - loss: 2.3401 - mape: 2.3401\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7983 - mape: 3.7983\n","6/6 [==============================] - 0s 3ms/step - loss: 5.8195 - mape: 5.8195\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3904 - mape: 3.3904\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4252 - mape: 3.4252\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5033 - mape: 5.5033\n","6/6 [==============================] - 0s 4ms/step - loss: 4.3533 - mape: 4.3533\n","6/6 [==============================] - 0s 4ms/step - loss: 3.8136 - mape: 3.8136\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 63\n","alpha: [13.      31.57278]\n","beta: [13.         34.66919641]\n","delta: [15.        34.7861397]\n","6/6 [==============================] - 0s 4ms/step - loss: 3.8761 - mape: 3.8761\n","6/6 [==============================] - 0s 3ms/step - loss: 3.2671 - mape: 3.2671\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4172 - mape: 3.4172\n","6/6 [==============================] - 0s 2ms/step - loss: 2.8260 - mape: 2.8260\n","6/6 [==============================] - 0s 2ms/step - loss: 4.2258 - mape: 4.2258\n","6/6 [==============================] - 0s 2ms/step - loss: 3.1668 - mape: 3.1668\n","6/6 [==============================] - 0s 4ms/step - loss: 4.0382 - mape: 4.0382\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0882 - mape: 4.0882\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 64\n","alpha: [10.         35.06155351]\n","beta: [13.      31.57278]\n","delta: [11.         34.74388908]\n","6/6 [==============================] - 0s 4ms/step - loss: 1.7697 - mape: 1.7697\n","6/6 [==============================] - 0s 4ms/step - loss: 3.0515 - mape: 3.0515\n","6/6 [==============================] - 0s 4ms/step - loss: 7.1244 - mape: 7.1244\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7351 - mape: 4.7351\n","6/6 [==============================] - 0s 4ms/step - loss: 4.5944 - mape: 4.5944\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7723 - mape: 4.7723\n","6/6 [==============================] - 0s 4ms/step - loss: 2.5736 - mape: 2.5736\n","6/6 [==============================] - 0s 4ms/step - loss: 4.3848 - mape: 4.3848\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 65\n","alpha: [13.         34.66919641]\n","beta: [15.        34.7861397]\n","delta: [10.         35.06155351]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1265 - mape: 4.1265\n","6/6 [==============================] - 0s 2ms/step - loss: 3.9307 - mape: 3.9307\n","6/6 [==============================] - 0s 3ms/step - loss: 2.4329 - mape: 2.4329\n","6/6 [==============================] - 0s 5ms/step - loss: 4.1365 - mape: 4.1365\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1817 - mape: 4.1817\n","6/6 [==============================] - 0s 4ms/step - loss: 4.7730 - mape: 4.7730\n","6/6 [==============================] - 0s 3ms/step - loss: 6.9894 - mape: 6.9894\n","6/6 [==============================] - 0s 4ms/step - loss: 3.4287 - mape: 3.4287\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 66\n","alpha: [15.        34.7861397]\n","beta: [13.         34.66919641]\n","delta: [13.      31.57278]\n","6/6 [==============================] - 0s 4ms/step - loss: 4.9159 - mape: 4.9159\n","6/6 [==============================] - 0s 4ms/step - loss: 2.1318 - mape: 2.1318\n","6/6 [==============================] - 0s 2ms/step - loss: 2.9294 - mape: 2.9294\n","6/6 [==============================] - 0s 3ms/step - loss: 7.0619 - mape: 7.0619\n","6/6 [==============================] - 0s 3ms/step - loss: 1.9123 - mape: 1.9123\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5940 - mape: 3.5940\n","6/6 [==============================] - 0s 4ms/step - loss: 3.0569 - mape: 3.0569\n","6/6 [==============================] - 0s 4ms/step - loss: 3.7735 - mape: 3.7735\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 67\n","alpha: [15.        34.7861397]\n","beta: [10.         35.06155351]\n","delta: [14.        34.6977163]\n","6/6 [==============================] - 0s 4ms/step - loss: 3.9323 - mape: 3.9323\n","6/6 [==============================] - 0s 5ms/step - loss: 3.7081 - mape: 3.7081\n","6/6 [==============================] - 0s 4ms/step - loss: 3.4432 - mape: 3.4432\n","6/6 [==============================] - 0s 4ms/step - loss: 3.1865 - mape: 3.1865\n","6/6 [==============================] - 0s 4ms/step - loss: 4.6815 - mape: 4.6815\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3632 - mape: 4.3632\n","6/6 [==============================] - 0s 3ms/step - loss: 5.3874 - mape: 5.3874\n","6/6 [==============================] - 0s 2ms/step - loss: 2.9890 - mape: 2.9890\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 68\n","alpha: [13.      31.57278]\n","beta: [15.        34.7861397]\n","delta: [14.        34.6977163]\n","6/6 [==============================] - 0s 2ms/step - loss: 5.9135 - mape: 5.9135\n","6/6 [==============================] - 0s 4ms/step - loss: 3.4551 - mape: 3.4551\n","6/6 [==============================] - 0s 4ms/step - loss: 3.5773 - mape: 3.5773\n","6/6 [==============================] - 0s 3ms/step - loss: 2.6577 - mape: 2.6577\n","6/6 [==============================] - 0s 4ms/step - loss: 8.3323 - mape: 8.3323\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4915 - mape: 3.4915\n","6/6 [==============================] - 0s 4ms/step - loss: 4.0172 - mape: 4.0172\n","6/6 [==============================] - 0s 3ms/step - loss: 2.6177 - mape: 2.6177\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 69\n","alpha: [13.         34.66919641]\n","beta: [15.        34.7861397]\n","delta: [13.      31.57278]\n","6/6 [==============================] - 0s 5ms/step - loss: 4.5126 - mape: 4.5126\n","6/6 [==============================] - 0s 4ms/step - loss: 2.6935 - mape: 2.6935\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2847 - mape: 4.2847\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4712 - mape: 3.4712\n","6/6 [==============================] - 0s 3ms/step - loss: 2.1511 - mape: 2.1511\n","6/6 [==============================] - 0s 4ms/step - loss: 2.3367 - mape: 2.3367\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3537 - mape: 3.3537\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5870 - mape: 3.5870\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 70\n","alpha: [13.      31.57278]\n","beta: [ 9.         35.77322861]\n","delta: [12.       34.870298]\n","6/6 [==============================] - 0s 4ms/step - loss: 4.2868 - mape: 4.2868\n","6/6 [==============================] - 0s 2ms/step - loss: 3.9734 - mape: 3.9734\n","6/6 [==============================] - 0s 4ms/step - loss: 7.8940 - mape: 7.8940\n","6/6 [==============================] - 0s 4ms/step - loss: 3.2394 - mape: 3.2394\n","6/6 [==============================] - 0s 5ms/step - loss: 4.6045 - mape: 4.6045\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6190 - mape: 4.6190\n","6/6 [==============================] - 0s 5ms/step - loss: 5.6420 - mape: 5.6420\n","6/6 [==============================] - 0s 3ms/step - loss: 4.6421 - mape: 4.6421\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 71\n","alpha: [11.         34.74388908]\n","beta: [11.         34.68389608]\n","delta: [14.        34.6977163]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3934 - mape: 4.3934\n","6/6 [==============================] - 0s 4ms/step - loss: 3.5880 - mape: 3.5880\n","6/6 [==============================] - 0s 4ms/step - loss: 2.6812 - mape: 2.6812\n","6/6 [==============================] - 0s 2ms/step - loss: 7.0626 - mape: 7.0626\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3667 - mape: 4.3667\n","6/6 [==============================] - 0s 5ms/step - loss: 3.8752 - mape: 3.8752\n","6/6 [==============================] - 0s 4ms/step - loss: 4.7122 - mape: 4.7122\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0607 - mape: 4.0607\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 72\n","alpha: [10.         35.06155351]\n","beta: [12.       34.870298]\n","delta: [13.      31.57278]\n","6/6 [==============================] - 0s 4ms/step - loss: 3.9459 - mape: 3.9459\n","6/6 [==============================] - 0s 4ms/step - loss: 2.7642 - mape: 2.7642\n","6/6 [==============================] - 0s 4ms/step - loss: 4.1148 - mape: 4.1148\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5712 - mape: 4.5712\n","6/6 [==============================] - 0s 3ms/step - loss: 6.0623 - mape: 6.0623\n","6/6 [==============================] - 0s 4ms/step - loss: 2.8725 - mape: 2.8725\n","6/6 [==============================] - 0s 5ms/step - loss: 2.9704 - mape: 2.9704\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1088 - mape: 3.1088\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 73\n","alpha: [15.        34.7861397]\n","beta: [12.       34.870298]\n","delta: [13.      31.57278]\n","6/6 [==============================] - 0s 3ms/step - loss: 2.0895 - mape: 2.0895\n","6/6 [==============================] - 0s 3ms/step - loss: 7.1851 - mape: 7.1851\n","6/6 [==============================] - 0s 4ms/step - loss: 5.5203 - mape: 5.5203\n","6/6 [==============================] - 0s 4ms/step - loss: 3.7599 - mape: 3.7599\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1614 - mape: 3.1614\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8652 - mape: 3.8652\n","6/6 [==============================] - 0s 4ms/step - loss: 2.8100 - mape: 2.8100\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0459 - mape: 5.0459\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 74\n","alpha: [10.         35.06155351]\n","beta: [15.        34.7861397]\n","delta: [ 9.         35.77322861]\n","6/6 [==============================] - 0s 4ms/step - loss: 6.0076 - mape: 6.0076\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0686 - mape: 4.0686\n","6/6 [==============================] - 0s 5ms/step - loss: 2.7828 - mape: 2.7828\n","6/6 [==============================] - 0s 4ms/step - loss: 3.4379 - mape: 3.4379\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7666 - mape: 4.7666\n","6/6 [==============================] - 0s 4ms/step - loss: 5.9560 - mape: 5.9560\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3733 - mape: 4.3733\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0696 - mape: 4.0696\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 75\n","alpha: [ 9.         35.77322861]\n","beta: [14.        34.6977163]\n","delta: [10.         35.06155351]\n","6/6 [==============================] - 0s 5ms/step - loss: 2.9287 - mape: 2.9287\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4988 - mape: 3.4988\n","6/6 [==============================] - 0s 2ms/step - loss: 3.4574 - mape: 3.4574\n","6/6 [==============================] - 0s 2ms/step - loss: 4.2959 - mape: 4.2959\n","6/6 [==============================] - 0s 4ms/step - loss: 4.0391 - mape: 4.0391\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4502 - mape: 3.4502\n","6/6 [==============================] - 0s 4ms/step - loss: 5.3311 - mape: 5.3311\n","6/6 [==============================] - 0s 2ms/step - loss: 4.6265 - mape: 4.6265\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 76\n","alpha: [15.        34.7861397]\n","beta: [ 9.         35.77322861]\n","delta: [13.      31.57278]\n","6/6 [==============================] - 0s 2ms/step - loss: 4.3841 - mape: 4.3841\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1566 - mape: 3.1566\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0784 - mape: 4.0784\n","6/6 [==============================] - 0s 6ms/step - loss: 8.5716 - mape: 8.5716\n","6/6 [==============================] - 0s 3ms/step - loss: 4.0268 - mape: 4.0268\n","6/6 [==============================] - 0s 2ms/step - loss: 3.9648 - mape: 3.9648\n","6/6 [==============================] - 0s 3ms/step - loss: 4.7070 - mape: 4.7070\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6030 - mape: 3.6030\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 77\n","alpha: [10.         35.06155351]\n","beta: [14.        34.6977163]\n","delta: [12.       34.870298]\n","6/6 [==============================] - 0s 3ms/step - loss: 1.5717 - mape: 1.5717\n","6/6 [==============================] - 0s 4ms/step - loss: 6.0098 - mape: 6.0098\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4156 - mape: 3.4156\n","6/6 [==============================] - 0s 4ms/step - loss: 2.9396 - mape: 2.9396\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1701 - mape: 4.1701\n","6/6 [==============================] - 0s 5ms/step - loss: 4.4551 - mape: 4.4551\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4412 - mape: 4.4412\n","6/6 [==============================] - 0s 3ms/step - loss: 2.3926 - mape: 2.3926\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 78\n","alpha: [15.        34.7861397]\n","beta: [13.      31.57278]\n","delta: [10.         35.06155351]\n","6/6 [==============================] - 0s 2ms/step - loss: 3.1770 - mape: 3.1770\n","6/6 [==============================] - 0s 4ms/step - loss: 4.6527 - mape: 4.6527\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2127 - mape: 5.2127\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3649 - mape: 4.3649\n","6/6 [==============================] - 0s 3ms/step - loss: 5.4674 - mape: 5.4674\n","6/6 [==============================] - 0s 4ms/step - loss: 3.4529 - mape: 3.4529\n","6/6 [==============================] - 0s 3ms/step - loss: 6.2437 - mape: 6.2437\n","6/6 [==============================] - 0s 4ms/step - loss: 4.4982 - mape: 4.4982\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 79\n","alpha: [12.       34.870298]\n","beta: [ 9.         35.77322861]\n","delta: [14.        34.6977163]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2878 - mape: 4.2878\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3795 - mape: 3.3795\n","6/6 [==============================] - 0s 5ms/step - loss: 3.4964 - mape: 3.4964\n","6/6 [==============================] - 0s 4ms/step - loss: 3.2312 - mape: 3.2312\n","6/6 [==============================] - 0s 5ms/step - loss: 4.6161 - mape: 4.6161\n","6/6 [==============================] - 0s 2ms/step - loss: 2.9005 - mape: 2.9005\n","6/6 [==============================] - 0s 2ms/step - loss: 3.1592 - mape: 3.1592\n","6/6 [==============================] - 0s 3ms/step - loss: 5.6897 - mape: 5.6897\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a297950\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e]\n","[1. 2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1.]\n","\n","Iteration: 80\n","alpha: [ 9.         35.77322861]\n","beta: [10.         35.06155351]\n","delta: [14.        34.6977163]\n","6/6 [==============================] - 0s 3ms/step - loss: 6.8494 - mape: 6.8494\n","6/6 [==============================] - 0s 4ms/step - loss: 4.3848 - mape: 4.3848\n","6/6 [==============================] - 0s 5ms/step - loss: 3.4312 - mape: 3.4312\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8730 - mape: 2.8730\n","6/6 [==============================] - 0s 2ms/step - loss: 6.0273 - mape: 6.0273\n","6/6 [==============================] - 0s 4ms/step - loss: 3.4904 - mape: 3.4904\n","6/6 [==============================] - 0s 3ms/step - loss: 5.6852 - mape: 5.6852\n","6/6 [==============================] - 0s 3ms/step - loss: 2.0435 - mape: 2.0435\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 81\n","alpha: [13.         34.66919641]\n","beta: [10.         35.06155351]\n","delta: [14.        34.6977163]\n","6/6 [==============================] - 0s 5ms/step - loss: 2.0492 - mape: 2.0492\n","6/6 [==============================] - 0s 4ms/step - loss: 4.6204 - mape: 4.6204\n","6/6 [==============================] - 0s 3ms/step - loss: 2.7505 - mape: 2.7505\n","6/6 [==============================] - 0s 5ms/step - loss: 3.5326 - mape: 3.5326\n","6/6 [==============================] - 0s 3ms/step - loss: 3.8059 - mape: 3.8059\n","6/6 [==============================] - 0s 3ms/step - loss: 6.2165 - mape: 6.2165\n","6/6 [==============================] - 0s 3ms/step - loss: 6.0203 - mape: 6.0203\n","6/6 [==============================] - 0s 4ms/step - loss: 2.8732 - mape: 2.8732\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c31710\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 82\n","alpha: [ 9.         35.77322861]\n","beta: [13.      31.57278]\n","delta: [ 9.         34.79203213]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4314 - mape: 3.4314\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4940 - mape: 3.4940\n","6/6 [==============================] - 0s 4ms/step - loss: 3.7751 - mape: 3.7751\n","6/6 [==============================] - 0s 4ms/step - loss: 4.1380 - mape: 4.1380\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5838 - mape: 4.5838\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9942 - mape: 3.9942\n","6/6 [==============================] - 0s 4ms/step - loss: 3.2462 - mape: 3.2462\n","6/6 [==============================] - 0s 4ms/step - loss: 5.4726 - mape: 5.4726\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c62610\u003e]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 83\n","alpha: [14.        34.6977163]\n","beta: [ 9.         34.79203213]\n","delta: [13.      31.57278]\n","6/6 [==============================] - 0s 4ms/step - loss: 7.1407 - mape: 7.1407\n","6/6 [==============================] - 0s 4ms/step - loss: 6.1575 - mape: 6.1575\n","6/6 [==============================] - 0s 4ms/step - loss: 2.6124 - mape: 2.6124\n","6/6 [==============================] - 0s 3ms/step - loss: 5.5682 - mape: 5.5682\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1352 - mape: 3.1352\n","6/6 [==============================] - 0s 2ms/step - loss: 2.6507 - mape: 2.6507\n","6/6 [==============================] - 0s 3ms/step - loss: 4.5563 - mape: 4.5563\n","6/6 [==============================] - 0s 5ms/step - loss: 2.8168 - mape: 2.8168\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c62610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 84\n","alpha: [ 9.         34.79203213]\n","beta: [13.         34.66919641]\n","delta: [ 9.         35.77322861]\n","6/6 [==============================] - 0s 4ms/step - loss: 2.5029 - mape: 2.5029\n","6/6 [==============================] - 0s 5ms/step - loss: 4.1630 - mape: 4.1630\n","6/6 [==============================] - 0s 5ms/step - loss: 2.6743 - mape: 2.6743\n","6/6 [==============================] - 0s 4ms/step - loss: 3.0959 - mape: 3.0959\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1255 - mape: 4.1255\n","6/6 [==============================] - 0s 4ms/step - loss: 4.5121 - mape: 4.5121\n","6/6 [==============================] - 0s 4ms/step - loss: 4.8956 - mape: 4.8956\n","6/6 [==============================] - 0s 5ms/step - loss: 2.8937 - mape: 2.8937\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413364b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c62610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","\n","Iteration: 85\n","alpha: [ 9.         34.79203213]\n","beta: [ 9.         35.77322861]\n","delta: [ 8.         34.95586674]\n","6/6 [==============================] - 0s 4ms/step - loss: 2.5959 - mape: 2.5959\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9859 - mape: 3.9859\n","6/6 [==============================] - 0s 4ms/step - loss: 6.4668 - mape: 6.4668\n","6/6 [==============================] - 0s 4ms/step - loss: 4.1227 - mape: 4.1227\n","6/6 [==============================] - 0s 5ms/step - loss: 2.8826 - mape: 2.8826\n","6/6 [==============================] - 0s 4ms/step - loss: 3.3884 - mape: 3.3884\n","6/6 [==============================] - 0s 3ms/step - loss: 3.2828 - mape: 3.2828\n","6/6 [==============================] - 0s 4ms/step - loss: 5.5884 - mape: 5.5884\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c62610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b4bd10\u003e]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 86\n","alpha: [13.         34.66919641]\n","beta: [ 9.         34.79203213]\n","delta: [15.        34.7861397]\n","6/6 [==============================] - 0s 2ms/step - loss: 3.2986 - mape: 3.2986\n","6/6 [==============================] - 0s 4ms/step - loss: 3.2073 - mape: 3.2073\n","6/6 [==============================] - 0s 2ms/step - loss: 5.1928 - mape: 5.1928\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5203 - mape: 3.5203\n","6/6 [==============================] - 0s 5ms/step - loss: 5.1047 - mape: 5.1047\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9228 - mape: 4.9228\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6575 - mape: 3.6575\n","6/6 [==============================] - 0s 4ms/step - loss: 6.8025 - mape: 6.8025\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c62610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b4bd10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 87\n","alpha: [ 8.         34.61455707]\n","beta: [13.      31.57278]\n","delta: [14.        34.6977163]\n","6/6 [==============================] - 0s 4ms/step - loss: 5.1062 - mape: 5.1062\n","6/6 [==============================] - 0s 4ms/step - loss: 5.4777 - mape: 5.4777\n","6/6 [==============================] - 0s 5ms/step - loss: 3.5288 - mape: 3.5288\n","6/6 [==============================] - 0s 4ms/step - loss: 3.1760 - mape: 3.1760\n","6/6 [==============================] - 0s 3ms/step - loss: 2.7722 - mape: 2.7722\n","6/6 [==============================] - 0s 5ms/step - loss: 4.2056 - mape: 4.2056\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1654 - mape: 6.1654\n","6/6 [==============================] - 0s 2ms/step - loss: 2.9998 - mape: 2.9998\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c62610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b4bd10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 88\n","alpha: [13.         34.66919641]\n","beta: [11.         34.68389608]\n","delta: [13.      31.57278]\n","6/6 [==============================] - 0s 4ms/step - loss: 2.4606 - mape: 2.4606\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4657 - mape: 4.4657\n","6/6 [==============================] - 0s 3ms/step - loss: 3.1939 - mape: 3.1939\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7394 - mape: 5.7394\n","6/6 [==============================] - 0s 4ms/step - loss: 3.2227 - mape: 3.2227\n","6/6 [==============================] - 0s 4ms/step - loss: 2.7984 - mape: 2.7984\n","6/6 [==============================] - 0s 5ms/step - loss: 4.0183 - mape: 4.0183\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9280 - mape: 4.9280\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c62610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b4bd10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 89\n","alpha: [13.      31.57278]\n","beta: [11.         34.68389608]\n","delta: [15.        34.7861397]\n","6/6 [==============================] - 0s 4ms/step - loss: 7.2425 - mape: 7.2425\n","6/6 [==============================] - 0s 4ms/step - loss: 4.0208 - mape: 4.0208\n","6/6 [==============================] - 0s 4ms/step - loss: 3.1071 - mape: 3.1071\n","6/6 [==============================] - 0s 3ms/step - loss: 5.2499 - mape: 5.2499\n","6/6 [==============================] - 0s 5ms/step - loss: 6.0599 - mape: 6.0599\n","6/6 [==============================] - 0s 2ms/step - loss: 2.1675 - mape: 2.1675\n","6/6 [==============================] - 0s 4ms/step - loss: 2.8434 - mape: 2.8434\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5201 - mape: 3.5201\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c62610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adca4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b4bd10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 90\n","alpha: [15.        34.7861397]\n","beta: [ 9.         34.79203213]\n","delta: [ 8.         34.61455707]\n","6/6 [==============================] - 0s 2ms/step - loss: 5.9921 - mape: 5.9921\n","6/6 [==============================] - 0s 5ms/step - loss: 3.3080 - mape: 3.3080\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0156 - mape: 3.0156\n","6/6 [==============================] - 0s 4ms/step - loss: 2.6520 - mape: 2.6520\n","6/6 [==============================] - 0s 3ms/step - loss: 5.7857 - mape: 5.7857\n","6/6 [==============================] - 0s 4ms/step - loss: 5.7029 - mape: 5.7029\n","6/6 [==============================] - 0s 5ms/step - loss: 3.8144 - mape: 3.8144\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3425 - mape: 4.3425\n","[1. 2. 2. 2. 1. 1. 1.]\n","[1. 2. 2. 2. 1. 1. 1.]\n","[1. 2. 2. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411c62610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b4bd10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b48590\u003e]\n","[1. 2. 2. 2. 1. 1.]\n","[1. 2. 2. 2. 1.]\n","\n","Iteration: 91\n","alpha: [13.         34.66919641]\n","beta: [15.        34.7861397]\n","delta: [13.      31.57278]\n","6/6 [==============================] - 0s 3ms/step - loss: 5.9474 - mape: 5.9474\n","6/6 [==============================] - 0s 4ms/step - loss: 2.5443 - mape: 2.5443\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0863 - mape: 3.0863\n","6/6 [==============================] - 0s 4ms/step - loss: 3.6862 - mape: 3.6862\n","6/6 [==============================] - 0s 4ms/step - loss: 6.1529 - mape: 6.1529\n","6/6 [==============================] - 0s 4ms/step - loss: 2.7689 - mape: 2.7689\n","6/6 [==============================] - 0s 5ms/step - loss: 3.9721 - mape: 3.9721\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9841 - mape: 2.9841\n","[1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411c62610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b4bd10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b48590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e]\n","[1. 2. 1. 1. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 1.]\n","\n","Iteration: 92\n","alpha: [ 8.         34.95586674]\n","beta: [15.        34.7861397]\n","delta: [13.         34.66919641]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.4911 - mape: 3.4911\n","6/6 [==============================] - 0s 3ms/step - loss: 2.8935 - mape: 2.8935\n","6/6 [==============================] - 0s 4ms/step - loss: 4.7240 - mape: 4.7240\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7409 - mape: 3.7409\n","6/6 [==============================] - 0s 6ms/step - loss: 6.4708 - mape: 6.4708\n","6/6 [==============================] - 0s 4ms/step - loss: 4.7073 - mape: 4.7073\n","6/6 [==============================] - 0s 5ms/step - loss: 2.6812 - mape: 2.6812\n","6/6 [==============================] - 0s 2ms/step - loss: 4.5611 - mape: 4.5611\n","[1. 1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b4bd10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b48590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f5ecd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c62610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e]\n","[1. 1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 93\n","alpha: [11.         34.68389608]\n","beta: [15.        34.7861397]\n","delta: [ 8.         34.61455707]\n","6/6 [==============================] - 0s 4ms/step - loss: 4.2606 - mape: 4.2606\n","6/6 [==============================] - 0s 5ms/step - loss: 3.3038 - mape: 3.3038\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3000 - mape: 3.3000\n","6/6 [==============================] - 0s 6ms/step - loss: 6.9543 - mape: 6.9543\n","6/6 [==============================] - 0s 5ms/step - loss: 4.4424 - mape: 4.4424\n","6/6 [==============================] - 0s 4ms/step - loss: 7.2481 - mape: 7.2481\n","6/6 [==============================] - 0s 3ms/step - loss: 3.3180 - mape: 3.3180\n","6/6 [==============================] - 0s 4ms/step - loss: 3.1823 - mape: 3.1823\n","[1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412e54ed0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b4bd10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b48590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c62610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413660410\u003e]\n","[1. 1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","\n","Iteration: 94\n","alpha: [ 9.         34.79203213]\n","beta: [11.         35.15695771]\n","delta: [ 8.         34.95586674]\n","6/6 [==============================] - 0s 3ms/step - loss: 4.9343 - mape: 4.9343\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6600 - mape: 3.6600\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3418 - mape: 4.3418\n","6/6 [==============================] - 0s 5ms/step - loss: 3.2615 - mape: 3.2615\n","6/6 [==============================] - 0s 2ms/step - loss: 2.6670 - mape: 2.6670\n","6/6 [==============================] - 0s 5ms/step - loss: 2.5626 - mape: 2.5626\n","6/6 [==============================] - 0s 4ms/step - loss: 3.2352 - mape: 3.2352\n","6/6 [==============================] - 0s 2ms/step - loss: 3.1693 - mape: 3.1693\n","[1. 2. 1. 1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411b4bd10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b48590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c62610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413660410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413137cd0\u003e]\n","[1. 2. 1. 1. 2. 1. 1.]\n","[1. 2. 1. 2. 1. 1.]\n","\n","Iteration: 95\n","alpha: [15.        34.7861397]\n","beta: [ 9.         34.79203213]\n","delta: [12.         34.45078861]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.5112 - mape: 3.5112\n","6/6 [==============================] - 0s 3ms/step - loss: 5.0958 - mape: 5.0958\n","6/6 [==============================] - 0s 5ms/step - loss: 3.5039 - mape: 3.5039\n","6/6 [==============================] - 0s 4ms/step - loss: 4.3316 - mape: 4.3316\n","6/6 [==============================] - 0s 5ms/step - loss: 2.6788 - mape: 2.6788\n","6/6 [==============================] - 0s 5ms/step - loss: 1.6450 - mape: 1.6450\n","6/6 [==============================] - 0s 5ms/step - loss: 4.0313 - mape: 4.0313\n","6/6 [==============================] - 0s 2ms/step - loss: 4.3001 - mape: 4.3001\n","[1. 2. 1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411b4bd10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b48590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c62610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413660410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413137cd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140adba590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e]\n","[2. 1. 2. 1. 1. 1. 1.]\n","[2. 2. 1. 1. 1. 1.]\n","\n","Iteration: 96\n","alpha: [ 8.         34.61455707]\n","beta: [ 9.         34.79203213]\n","delta: [13.      31.57278]\n","6/6 [==============================] - 0s 5ms/step - loss: 4.0711 - mape: 4.0711\n","6/6 [==============================] - 0s 3ms/step - loss: 6.1016 - mape: 6.1016\n","6/6 [==============================] - 0s 4ms/step - loss: 3.0915 - mape: 3.0915\n","6/6 [==============================] - 0s 3ms/step - loss: 2.9729 - mape: 2.9729\n","6/6 [==============================] - 0s 2ms/step - loss: 5.8592 - mape: 5.8592\n","6/6 [==============================] - 0s 3ms/step - loss: 4.2005 - mape: 4.2005\n","6/6 [==============================] - 0s 3ms/step - loss: 3.7877 - mape: 3.7877\n","6/6 [==============================] - 0s 4ms/step - loss: 3.5174 - mape: 3.5174\n","[1. 1. 2. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 2. 1. 2. 1. 1.]\n","[1. 1. 2. 2. 1. 2. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b48590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c62610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413660410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413137cd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b4bd10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1417024dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c624d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1390\u003e]\n","[1. 2. 2. 1. 2. 1. 1.]\n","[1. 2. 2. 2. 1. 1.]\n","\n","Iteration: 97\n","alpha: [ 7.         35.52561729]\n","beta: [10.         34.78529349]\n","delta: [12.         34.45078861]\n","6/6 [==============================] - 0s 5ms/step - loss: 5.7163 - mape: 5.7163\n","6/6 [==============================] - 0s 6ms/step - loss: 4.2795 - mape: 4.2795\n","6/6 [==============================] - 0s 4ms/step - loss: 4.6154 - mape: 4.6154\n","6/6 [==============================] - 0s 4ms/step - loss: 3.4780 - mape: 3.4780\n","6/6 [==============================] - 0s 2ms/step - loss: 5.8954 - mape: 5.8954\n","6/6 [==============================] - 0s 2ms/step - loss: 4.0055 - mape: 4.0055\n","6/6 [==============================] - 0s 4ms/step - loss: 4.4745 - mape: 4.4745\n","6/6 [==============================] - 0s 3ms/step - loss: 3.0765 - mape: 3.0765\n","[1. 2. 1. 1. 1. 1. 2. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 2. 1. 1.]\n","[1. 2. 1. 1. 1. 1. 2. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b48590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c62610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413660410\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413137cd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b4bd10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1417024dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c624d0\u003e]\n","[2. 1. 1. 1. 1. 2. 1. 1.]\n","[2. 1. 1. 1. 1. 2. 1.]\n","\n","Iteration: 98\n","alpha: [ 8.         34.61455707]\n","beta: [12.         34.45078861]\n","delta: [10.         34.78529349]\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6649 - mape: 3.6649\n","6/6 [==============================] - 0s 5ms/step - loss: 3.0726 - mape: 3.0726\n","6/6 [==============================] - 0s 5ms/step - loss: 2.7350 - mape: 2.7350\n","6/6 [==============================] - 0s 3ms/step - loss: 2.7697 - mape: 2.7697\n","6/6 [==============================] - 0s 3ms/step - loss: 3.9194 - mape: 3.9194\n","6/6 [==============================] - 0s 2ms/step - loss: 4.8024 - mape: 4.8024\n","6/6 [==============================] - 0s 4ms/step - loss: 3.0052 - mape: 3.0052\n","6/6 [==============================] - 0s 3ms/step - loss: 4.4877 - mape: 4.4877\n","[1. 2. 2. 1. 2. 1. 1. 1.]\n","[1. 2. 2. 1. 2. 1. 1. 1.]\n","[1. 2. 2. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411d553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b48590\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c62610\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad78c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413137cd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1406667c90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1417024dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2c1390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c624d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411b4bd10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413660410\u003e]\n","[1. 2. 1. 1. 2. 1. 1. 1.]\n","[1. 2. 1. 2. 1. 1. 1.]\n","\n","Iteration: 99\n","alpha: [ 9.         34.79203213]\n","beta: [ 9.         34.91659311]\n","delta: [12.         34.45078861]\n","6/6 [==============================] - 0s 5ms/step - loss: 4.2192 - mape: 4.2192\n","6/6 [==============================] - 0s 2ms/step - loss: 2.7289 - mape: 2.7289\n","6/6 [==============================] - 0s 3ms/step - loss: 3.6756 - mape: 3.6756\n","6/6 [==============================] - 0s 2ms/step - loss: 4.5899 - mape: 4.5899\n","6/6 [==============================] - 0s 3ms/step - loss: 4.1813 - mape: 4.1813\n","6/6 [==============================] - 0s 3ms/step - loss: 4.3324 - mape: 4.3324\n","6/6 [==============================] - 0s 4ms/step - loss: 4.1046 - mape: 4.1046\n","6/6 [==============================] - 0s 4ms/step - loss: 3.2109 - mape: 3.2109\n"]}],"source":["bgwo3.optimize()"]},{"cell_type":"code","execution_count":20,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":62,"status":"ok","timestamp":1631184062395,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"-Z8P-yAQxVvt","outputId":"95f7d014-8dbb-404e-ff31-71cd38fc510b"},"outputs":[{"name":"stdout","output_type":"stream","text":["[13.      31.57278]\n","[11.         34.63556435]\n","[ 8.         34.95586674]\n","[11.         34.68389608]\n","[ 8.         35.11659599]\n","[ 9.         35.22569052]\n","[10.         34.78529349]\n","[ 8.         34.61455707]\n","[12.         34.45078861]\n","[ 9.         34.79203213]\n","[ 9.         34.91659311]\n"]}],"source":["for nonD in bgwo3.archive:\n","  print(nonD.cost)"]},{"cell_type":"markdown","metadata":{"id":"wNaK9zOHajX7"},"source":["#### Dataset 4"]},{"cell_type":"code","execution_count":21,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":555,"status":"ok","timestamp":1631184062935,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"yujQbuUAxWxp","outputId":"fa2e0705-7521-4045-c026-1c0e718d7ee2"},"outputs":[{"data":{"text/plain":["\u003cbound method NDFrame.head of      0  1        2        3  ...       31       32       33  target\n","0    1  0  0.99539 -0.05889  ... -0.54487  0.18641 -0.45300       1\n","1    1  0  1.00000 -0.18829  ... -0.06288 -0.13738 -0.02447       2\n","2    1  0  1.00000 -0.03365  ... -0.24180  0.56045 -0.38238       1\n","3    1  0  1.00000 -0.45161  ...  1.00000 -0.32382  1.00000       2\n","4    1  0  1.00000 -0.02401  ... -0.59573 -0.04608 -0.65697       1\n","..  .. ..      ...      ...  ...      ...      ...      ...     ...\n","346  1  0  0.83508  0.08298  ... -0.10714  0.90546 -0.04307       1\n","347  1  0  0.95113  0.00419  ... -0.00035  0.91483  0.04712       1\n","348  1  0  0.94701 -0.00034  ...  0.00442  0.92697 -0.00577       1\n","349  1  0  0.90608 -0.01657  ... -0.03757  0.87403 -0.16243       1\n","350  1  0  0.84710  0.13533  ... -0.06678  0.85764 -0.06151       1\n","\n","[351 rows x 35 columns]\u003e"]},"execution_count":21,"metadata":{},"output_type":"execute_result"}],"source":["inFile4 = \"/content/gdrive/My Drive/GWO/Dataset/UCI_DATA/Ionosphere/Ionosphere-final.csv\"\n","data4 = pd.read_csv(inFile4)\n","data4 = data4.rename(columns={\"quality\": \"target\"})\n","data4.head"]},{"cell_type":"code","execution_count":22,"metadata":{"executionInfo":{"elapsed":19,"status":"ok","timestamp":1631184062939,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"0h-U6Vhzbk-J"},"outputs":[],"source":["def obj_fun4(sel_features):\n","  ann = ANN(sel_features, data4)\n","  ann.train()\n","  err = ann.test_error()\n","  no_of_features = np.count_nonzero(sel_features)\n","  return np.array([no_of_features, err])"]},{"cell_type":"code","execution_count":23,"metadata":{"executionInfo":{"elapsed":15,"status":"ok","timestamp":1631184062940,"user":{"displayName":"jaideep kumar.p.m","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjHmEpcj9CtS7K3lcHBPcMFvq2ZezwoXMFdHNpmGw=s64","userId":"17899169105360369632"},"user_tz":-330},"id":"2WtKgTiFbk-N"},"outputs":[],"source":["bgwo4 = BMOGWO(dim=data4.shape[1] - 1, fobj = obj_fun4 , greyWolvesNum=8, archiveSize=50, maxIt= 100)"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true,"base_uri":"https://localhost:8080/"},"id":"CY_8Yb8Rbk-Q"},"outputs":[{"name":"stdout","output_type":"stream","text":["4/4 [==============================] - 0s 3ms/step - loss: 8.0745 - mape: 8.0745\n","4/4 [==============================] - 0s 3ms/step - loss: 8.2548 - mape: 8.2548\n","4/4 [==============================] - 0s 3ms/step - loss: 11.2257 - mape: 11.2257\n","4/4 [==============================] - 0s 3ms/step - loss: 10.0362 - mape: 10.0362\n","4/4 [==============================] - 0s 3ms/step - loss: 10.9529 - mape: 10.9529\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1753 - mape: 10.1753\n","4/4 [==============================] - 0s 3ms/step - loss: 8.3921 - mape: 8.3921\n","4/4 [==============================] - 0s 3ms/step - loss: 12.7467 - mape: 12.7467\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad44b10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14097c8550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14097d0f10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a34a790\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 0\n","alpha: [17.         33.61912501]\n","beta: [10.        38.2598131]\n","delta: [14.         37.28925378]\n","4/4 [==============================] - 0s 3ms/step - loss: 10.5267 - mape: 10.5267\n","4/4 [==============================] - 0s 5ms/step - loss: 11.3394 - mape: 11.3394\n","4/4 [==============================] - 0s 3ms/step - loss: 6.9154 - mape: 6.9154\n","4/4 [==============================] - 0s 3ms/step - loss: 5.4988 - mape: 5.4988\n","4/4 [==============================] - 0s 3ms/step - loss: 9.7646 - mape: 9.7646\n","4/4 [==============================] - 0s 3ms/step - loss: 9.6297 - mape: 9.6297\n","4/4 [==============================] - 0s 3ms/step - loss: 8.5104 - mape: 8.5104\n","4/4 [==============================] - 0s 4ms/step - loss: 9.8419 - mape: 9.8419\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad44b10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412ddc090\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a07c5d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140665f490\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 1\n","alpha: [14.         35.47064551]\n","beta: [10.        38.2598131]\n","delta: [16.         31.19699622]\n","4/4 [==============================] - 0s 4ms/step - loss: 10.9038 - mape: 10.9038\n","4/4 [==============================] - 0s 3ms/step - loss: 7.8858 - mape: 7.8858\n","4/4 [==============================] - 0s 3ms/step - loss: 8.1263 - mape: 8.1263\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1143 - mape: 10.1143\n","4/4 [==============================] - 0s 3ms/step - loss: 8.1122 - mape: 8.1122\n","4/4 [==============================] - 0s 3ms/step - loss: 8.6615 - mape: 8.6615\n","4/4 [==============================] - 0s 5ms/step - loss: 10.9978 - mape: 10.9978\n","4/4 [==============================] - 0s 3ms/step - loss: 9.5579 - mape: 9.5579\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412ddc090\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140665f490\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad44b10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2fce90\u003e]\n","[1. 1. 1.]\n","[1. 1.]\n","\n","Iteration: 2\n","alpha: [14.         33.84227208]\n","beta: [10.        38.2598131]\n","delta: [16.         31.19699622]\n","4/4 [==============================] - 0s 3ms/step - loss: 11.0229 - mape: 11.0229\n","4/4 [==============================] - 0s 3ms/step - loss: 7.8110 - mape: 7.8110\n","4/4 [==============================] - 0s 3ms/step - loss: 11.7293 - mape: 11.7293\n","4/4 [==============================] - 0s 3ms/step - loss: 9.6307 - mape: 9.6307\n","4/4 [==============================] - 0s 4ms/step - loss: 6.7964 - mape: 6.7964\n","4/4 [==============================] - 0s 3ms/step - loss: 10.8752 - mape: 10.8752\n","4/4 [==============================] - 0s 4ms/step - loss: 7.8321 - mape: 7.8321\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0893 - mape: 9.0893\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140665f490\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2fce90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad44b10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0e6d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48a50\u003e]\n","[1. 1. 1. 1.]\n","[1. 1. 1.]\n","\n","Iteration: 3\n","alpha: [19.         30.23521001]\n","beta: [10.        38.2598131]\n","delta: [14.         33.84227208]\n","4/4 [==============================] - 0s 3ms/step - loss: 5.9486 - mape: 5.9486\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8042 - mape: 9.8042\n","4/4 [==============================] - 0s 3ms/step - loss: 7.8441 - mape: 7.8441\n","4/4 [==============================] - 0s 3ms/step - loss: 10.3817 - mape: 10.3817\n","4/4 [==============================] - 0s 4ms/step - loss: 7.2456 - mape: 7.2456\n","4/4 [==============================] - 0s 5ms/step - loss: 8.2707 - mape: 8.2707\n","4/4 [==============================] - 0s 3ms/step - loss: 5.2364 - mape: 5.2364\n","4/4 [==============================] - 0s 3ms/step - loss: 9.7188 - mape: 9.7188\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a2fce90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0e6d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad44b10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a00a290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48390\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 4\n","alpha: [14.         33.84227208]\n","beta: [17.         32.03197917]\n","delta: [10.        38.2598131]\n","4/4 [==============================] - 0s 3ms/step - loss: 5.7666 - mape: 5.7666\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9290 - mape: 9.9290\n","4/4 [==============================] - 0s 3ms/step - loss: 8.1752 - mape: 8.1752\n","4/4 [==============================] - 0s 3ms/step - loss: 7.4849 - mape: 7.4849\n","4/4 [==============================] - 0s 3ms/step - loss: 7.4228 - mape: 7.4228\n","4/4 [==============================] - 0s 3ms/step - loss: 6.8169 - mape: 6.8169\n","4/4 [==============================] - 0s 3ms/step - loss: 6.9497 - mape: 6.9497\n","4/4 [==============================] - 0s 3ms/step - loss: 6.2654 - mape: 6.2654\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a0e6d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad44b10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a00a290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2fce90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1e4e50\u003e]\n","[1. 1. 2. 1.]\n","[1. 2. 1.]\n","\n","Iteration: 5\n","alpha: [12.         32.15360044]\n","beta: [14.         31.76359375]\n","delta: [10.        38.2598131]\n","4/4 [==============================] - 0s 3ms/step - loss: 6.6666 - mape: 6.6666\n","4/4 [==============================] - 0s 3ms/step - loss: 8.1474 - mape: 8.1474\n","4/4 [==============================] - 0s 2ms/step - loss: 8.7893 - mape: 8.7893\n","4/4 [==============================] - 0s 3ms/step - loss: 6.1667 - mape: 6.1667\n","4/4 [==============================] - 0s 3ms/step - loss: 11.2300 - mape: 11.2300\n","4/4 [==============================] - 0s 3ms/step - loss: 10.4031 - mape: 10.4031\n","4/4 [==============================] - 0s 3ms/step - loss: 12.0096 - mape: 12.0096\n","4/4 [==============================] - 0s 3ms/step - loss: 9.6158 - mape: 9.6158\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad44b10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a00a290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a2fce90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1e4e50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0e6d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1409775990\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 6\n","alpha: [12.         33.89713562]\n","beta: [10.        38.2598131]\n","delta: [15.         29.58141779]\n","4/4 [==============================] - 0s 3ms/step - loss: 11.4399 - mape: 11.4399\n","4/4 [==============================] - 0s 3ms/step - loss: 10.0283 - mape: 10.0283\n","4/4 [==============================] - 0s 5ms/step - loss: 8.4006 - mape: 8.4006\n","4/4 [==============================] - 0s 3ms/step - loss: 7.6008 - mape: 7.6008\n","4/4 [==============================] - 0s 3ms/step - loss: 10.7318 - mape: 10.7318\n","4/4 [==============================] - 0s 3ms/step - loss: 7.4483 - mape: 7.4483\n","4/4 [==============================] - 0s 3ms/step - loss: 7.7588 - mape: 7.7588\n","4/4 [==============================] - 0s 4ms/step - loss: 7.2954 - mape: 7.2954\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a00a290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1e4e50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a0e6d90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1409775990\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad44b10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f82910\u003e]\n","[1. 1. 2. 1.]\n","[1. 2. 1.]\n","\n","Iteration: 7\n","alpha: [12.         33.89713562]\n","beta: [10.        38.2598131]\n","delta: [12.         32.15360044]\n","4/4 [==============================] - 0s 3ms/step - loss: 10.5549 - mape: 10.5549\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0496 - mape: 9.0496\n","4/4 [==============================] - 0s 3ms/step - loss: 8.6020 - mape: 8.6020\n","4/4 [==============================] - 0s 3ms/step - loss: 7.9350 - mape: 7.9350\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3561 - mape: 9.3561\n","4/4 [==============================] - 0s 3ms/step - loss: 8.1921 - mape: 8.1921\n","4/4 [==============================] - 0s 3ms/step - loss: 5.9285 - mape: 5.9285\n","4/4 [==============================] - 0s 3ms/step - loss: 11.2205 - mape: 11.2205\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a00a290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1e4e50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f82910\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1409775990\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140973d050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140667c7d0\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 8\n","alpha: [15.         29.58141779]\n","beta: [14.         31.98021069]\n","delta: [10.         35.78718589]\n","4/4 [==============================] - 0s 3ms/step - loss: 8.6814 - mape: 8.6814\n","4/4 [==============================] - 0s 4ms/step - loss: 5.4653 - mape: 5.4653\n","4/4 [==============================] - 0s 4ms/step - loss: 10.5418 - mape: 10.5418\n","4/4 [==============================] - 0s 4ms/step - loss: 6.5566 - mape: 6.5566\n","4/4 [==============================] - 0s 3ms/step - loss: 7.8817 - mape: 7.8817\n","4/4 [==============================] - 0s 3ms/step - loss: 6.3208 - mape: 6.3208\n","4/4 [==============================] - 0s 3ms/step - loss: 8.5800 - mape: 8.5800\n","4/4 [==============================] - 0s 3ms/step - loss: 6.0409 - mape: 6.0409\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a1e4e50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1409775990\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140973d050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140667c7d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a00a290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140659e750\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 9\n","alpha: [10.         35.78718589]\n","beta: [13.         31.24471272]\n","delta: [14.         31.07668028]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.1650 - mape: 9.1650\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2415 - mape: 9.2415\n","4/4 [==============================] - 0s 4ms/step - loss: 5.0912 - mape: 5.0912\n","4/4 [==============================] - 0s 5ms/step - loss: 7.0137 - mape: 7.0137\n","4/4 [==============================] - 0s 4ms/step - loss: 9.1636 - mape: 9.1636\n","4/4 [==============================] - 0s 4ms/step - loss: 9.3186 - mape: 9.3186\n","4/4 [==============================] - 0s 3ms/step - loss: 10.0454 - mape: 10.0454\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2932 - mape: 9.2932\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1409775990\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a00a290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140973d050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140667c7d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a091e10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a091c10\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 10\n","alpha: [13.         31.24471272]\n","beta: [13.         31.03654113]\n","delta: [15.         29.58141779]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.1138 - mape: 9.1138\n","4/4 [==============================] - 0s 3ms/step - loss: 5.1297 - mape: 5.1297\n","4/4 [==============================] - 0s 3ms/step - loss: 6.7799 - mape: 6.7799\n","4/4 [==============================] - 0s 4ms/step - loss: 9.9056 - mape: 9.9056\n","4/4 [==============================] - 0s 4ms/step - loss: 9.3244 - mape: 9.3244\n","4/4 [==============================] - 0s 3ms/step - loss: 5.3475 - mape: 5.3475\n","4/4 [==============================] - 0s 4ms/step - loss: 7.8479 - mape: 7.8479\n","4/4 [==============================] - 0s 3ms/step - loss: 9.1416 - mape: 9.1416\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1409775990\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a00a290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140973d050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a091c10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140667c7d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a091e10\u003e]\n","[1. 1. 2. 1.]\n","[1. 2. 1.]\n","\n","Iteration: 11\n","alpha: [10.         35.78718589]\n","beta: [11.         32.06809985]\n","delta: [15.         29.58141779]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5713 - mape: 9.5713\n","4/4 [==============================] - 0s 3ms/step - loss: 8.3390 - mape: 8.3390\n","4/4 [==============================] - 0s 3ms/step - loss: 6.8130 - mape: 6.8130\n","4/4 [==============================] - 0s 3ms/step - loss: 8.9975 - mape: 8.9975\n","4/4 [==============================] - 0s 4ms/step - loss: 8.5602 - mape: 8.5602\n","4/4 [==============================] - 0s 3ms/step - loss: 11.6364 - mape: 11.6364\n","4/4 [==============================] - 0s 7ms/step - loss: 6.4257 - mape: 6.4257\n","4/4 [==============================] - 0s 3ms/step - loss: 8.2505 - mape: 8.2505\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a00a290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140667c7d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a091e10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140973d050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a091c10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f4b990\u003e]\n","[1. 1. 2. 1.]\n","[1. 1. 2.]\n","\n","Iteration: 12\n","alpha: [11.         32.06809985]\n","beta: [15.         29.58141779]\n","delta: [12.         31.82676307]\n","4/4 [==============================] - 0s 3ms/step - loss: 10.7726 - mape: 10.7726\n","4/4 [==============================] - 0s 3ms/step - loss: 10.4707 - mape: 10.4707\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3038 - mape: 9.3038\n","4/4 [==============================] - 0s 4ms/step - loss: 8.9955 - mape: 8.9955\n","4/4 [==============================] - 0s 4ms/step - loss: 7.3493 - mape: 7.3493\n","4/4 [==============================] - 0s 4ms/step - loss: 6.0743 - mape: 6.0743\n","4/4 [==============================] - 0s 3ms/step - loss: 7.1057 - mape: 7.1057\n","4/4 [==============================] - 0s 4ms/step - loss: 11.0499 - mape: 11.0499\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a091e10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140973d050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f4b990\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a091c10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a00a290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 13\n","alpha: [10.         35.78718589]\n","beta: [12.         31.82676307]\n","delta: [11.         32.06809985]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2223 - mape: 9.2223\n","4/4 [==============================] - 0s 4ms/step - loss: 8.2117 - mape: 8.2117\n","4/4 [==============================] - 0s 4ms/step - loss: 6.3007 - mape: 6.3007\n","4/4 [==============================] - 0s 4ms/step - loss: 10.3335 - mape: 10.3335\n","4/4 [==============================] - 0s 4ms/step - loss: 7.5083 - mape: 7.5083\n","4/4 [==============================] - 0s 3ms/step - loss: 8.6789 - mape: 8.6789\n","4/4 [==============================] - 0s 4ms/step - loss: 9.7652 - mape: 9.7652\n","4/4 [==============================] - 0s 3ms/step - loss: 10.5862 - mape: 10.5862\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a00a290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140973d050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f4b990\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a229f50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad4ad90\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 14\n","alpha: [10.         35.78718589]\n","beta: [13.        30.8303144]\n","delta: [12.         31.82676307]\n","4/4 [==============================] - 0s 4ms/step - loss: 8.0101 - mape: 8.0101\n","4/4 [==============================] - 0s 3ms/step - loss: 7.2904 - mape: 7.2904\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2367 - mape: 9.2367\n","4/4 [==============================] - 0s 4ms/step - loss: 9.1001 - mape: 9.1001\n","4/4 [==============================] - 0s 5ms/step - loss: 11.3296 - mape: 11.3296\n","4/4 [==============================] - 0s 3ms/step - loss: 8.5717 - mape: 8.5717\n","4/4 [==============================] - 0s 4ms/step - loss: 7.0115 - mape: 7.0115\n","4/4 [==============================] - 0s 4ms/step - loss: 8.3991 - mape: 8.3991\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140a00a290\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f4b990\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad4ad90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140973d050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a229f50\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 15\n","alpha: [13.        30.8303144]\n","beta: [12.         31.82676307]\n","delta: [11.        31.6990307]\n","4/4 [==============================] - 0s 3ms/step - loss: 7.9528 - mape: 7.9528\n","4/4 [==============================] - 0s 4ms/step - loss: 7.9101 - mape: 7.9101\n","4/4 [==============================] - 0s 3ms/step - loss: 5.8229 - mape: 5.8229\n","4/4 [==============================] - 0s 4ms/step - loss: 9.3582 - mape: 9.3582\n","4/4 [==============================] - 0s 3ms/step - loss: 11.8958 - mape: 11.8958\n","4/4 [==============================] - 0s 4ms/step - loss: 5.0784 - mape: 5.0784\n","4/4 [==============================] - 0s 4ms/step - loss: 8.9331 - mape: 8.9331\n","4/4 [==============================] - 0s 3ms/step - loss: 10.6166 - mape: 10.6166\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad4ad90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140973d050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a229f50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f4b990\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 16\n","alpha: [12.         31.82676307]\n","beta: [11.         28.83957004]\n","delta: [11.        31.6990307]\n","4/4 [==============================] - 0s 3ms/step - loss: 8.5835 - mape: 8.5835\n","4/4 [==============================] - 0s 4ms/step - loss: 9.2596 - mape: 9.2596\n","4/4 [==============================] - 0s 4ms/step - loss: 7.4403 - mape: 7.4403\n","4/4 [==============================] - 0s 3ms/step - loss: 10.6695 - mape: 10.6695\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1069 - mape: 10.1069\n","4/4 [==============================] - 0s 5ms/step - loss: 9.5030 - mape: 9.5030\n","4/4 [==============================] - 0s 4ms/step - loss: 6.2418 - mape: 6.2418\n","4/4 [==============================] - 0s 4ms/step - loss: 6.9122 - mape: 6.9122\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad4ad90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140973d050\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a229f50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f4b990\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 17\n","alpha: [13.         28.09363605]\n","beta: [10.         35.78718589]\n","delta: [11.         28.83957004]\n","4/4 [==============================] - 0s 4ms/step - loss: 6.0720 - mape: 6.0720\n","4/4 [==============================] - 0s 3ms/step - loss: 7.1364 - mape: 7.1364\n","4/4 [==============================] - 0s 4ms/step - loss: 10.1106 - mape: 10.1106\n","4/4 [==============================] - 0s 4ms/step - loss: 9.2850 - mape: 9.2850\n","4/4 [==============================] - 0s 3ms/step - loss: 6.8300 - mape: 6.8300\n","4/4 [==============================] - 0s 5ms/step - loss: 6.1081 - mape: 6.1081\n","4/4 [==============================] - 0s 4ms/step - loss: 7.4337 - mape: 7.4337\n","4/4 [==============================] - 0s 4ms/step - loss: 7.4304 - mape: 7.4304\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad4ad90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a229f50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412f4b990\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141328fbd0\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 18\n","alpha: [13.         28.09363605]\n","beta: [11.        31.6990307]\n","delta: [10.         32.24774301]\n","4/4 [==============================] - 0s 4ms/step - loss: 8.5753 - mape: 8.5753\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3432 - mape: 9.3432\n","4/4 [==============================] - 0s 3ms/step - loss: 8.6224 - mape: 8.6224\n","4/4 [==============================] - 0s 4ms/step - loss: 8.8892 - mape: 8.8892\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9054 - mape: 9.9054\n","4/4 [==============================] - 0s 4ms/step - loss: 6.2940 - mape: 6.2940\n","4/4 [==============================] - 0s 3ms/step - loss: 8.8119 - mape: 8.8119\n","4/4 [==============================] - 0s 4ms/step - loss: 10.5590 - mape: 10.5590\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412f4b990\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141328fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad4ad90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133dc550\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 19\n","alpha: [11.        31.6990307]\n","beta: [11.         28.83957004]\n","delta: [13.         28.09363605]\n","4/4 [==============================] - 0s 4ms/step - loss: 6.8102 - mape: 6.8102\n","4/4 [==============================] - 0s 4ms/step - loss: 9.3719 - mape: 9.3719\n","4/4 [==============================] - 0s 4ms/step - loss: 12.6186 - mape: 12.6186\n","4/4 [==============================] - 0s 3ms/step - loss: 8.1647 - mape: 8.1647\n","4/4 [==============================] - 0s 4ms/step - loss: 8.2062 - mape: 8.2062\n","4/4 [==============================] - 0s 3ms/step - loss: 11.8721 - mape: 11.8721\n","4/4 [==============================] - 0s 4ms/step - loss: 9.7782 - mape: 9.7782\n","4/4 [==============================] - 0s 5ms/step - loss: 7.6310 - mape: 7.6310\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141328fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133dc550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad4ad90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1553d0\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 20\n","alpha: [11.        31.6990307]\n","beta: [12.         29.74698189]\n","delta: [10.         32.24774301]\n","4/4 [==============================] - 0s 2ms/step - loss: 8.4776 - mape: 8.4776\n","4/4 [==============================] - 0s 3ms/step - loss: 5.3267 - mape: 5.3267\n","4/4 [==============================] - 0s 4ms/step - loss: 7.6622 - mape: 7.6622\n","4/4 [==============================] - 0s 3ms/step - loss: 13.4844 - mape: 13.4844\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4806 - mape: 9.4806\n","4/4 [==============================] - 0s 3ms/step - loss: 7.7258 - mape: 7.7258\n","4/4 [==============================] - 0s 4ms/step - loss: 7.8928 - mape: 7.8928\n","4/4 [==============================] - 0s 4ms/step - loss: 6.3357 - mape: 6.3357\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141328fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133dc550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad4ad90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1553d0\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 21\n","alpha: [12.         29.74698189]\n","beta: [11.         28.83957004]\n","delta: [12.         30.44901188]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.8300 - mape: 9.8300\n","4/4 [==============================] - 0s 4ms/step - loss: 6.9847 - mape: 6.9847\n","4/4 [==============================] - 0s 3ms/step - loss: 10.5689 - mape: 10.5689\n","4/4 [==============================] - 0s 4ms/step - loss: 7.0650 - mape: 7.0650\n","4/4 [==============================] - 0s 4ms/step - loss: 8.7479 - mape: 8.7479\n","4/4 [==============================] - 0s 4ms/step - loss: 10.7574 - mape: 10.7574\n","4/4 [==============================] - 0s 3ms/step - loss: 9.6212 - mape: 9.6212\n","4/4 [==============================] - 0s 4ms/step - loss: 9.9750 - mape: 9.9750\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141328fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133dc550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141306dfd0\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 22\n","alpha: [12.         30.44901188]\n","beta: [13.         28.09363605]\n","delta: [11.         31.29319816]\n","4/4 [==============================] - 0s 3ms/step - loss: 10.6866 - mape: 10.6866\n","4/4 [==============================] - 0s 4ms/step - loss: 7.6074 - mape: 7.6074\n","4/4 [==============================] - 0s 4ms/step - loss: 8.3002 - mape: 8.3002\n","4/4 [==============================] - 0s 4ms/step - loss: 5.5817 - mape: 5.5817\n","4/4 [==============================] - 0s 4ms/step - loss: 6.3363 - mape: 6.3363\n","4/4 [==============================] - 0s 4ms/step - loss: 9.6628 - mape: 9.6628\n","4/4 [==============================] - 0s 4ms/step - loss: 7.8010 - mape: 7.8010\n","4/4 [==============================] - 0s 4ms/step - loss: 8.8916 - mape: 8.8916\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141328fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a1553d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141306dfd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133dc550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 23\n","alpha: [11.         31.29319816]\n","beta: [13.         28.09363605]\n","delta: [12.         29.74698189]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5942 - mape: 9.5942\n","4/4 [==============================] - 0s 4ms/step - loss: 5.7085 - mape: 5.7085\n","4/4 [==============================] - 0s 4ms/step - loss: 5.8492 - mape: 5.8492\n","4/4 [==============================] - 0s 4ms/step - loss: 7.0733 - mape: 7.0733\n","4/4 [==============================] - 0s 4ms/step - loss: 6.5183 - mape: 6.5183\n","4/4 [==============================] - 0s 4ms/step - loss: 7.8740 - mape: 7.8740\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4307 - mape: 9.4307\n","4/4 [==============================] - 0s 2ms/step - loss: 8.4510 - mape: 8.4510\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141328fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133dc550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141306dfd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 24\n","alpha: [13.         28.09363605]\n","beta: [11.         31.29319816]\n","delta: [11.         28.83957004]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.9390 - mape: 9.9390\n","4/4 [==============================] - 0s 4ms/step - loss: 7.7544 - mape: 7.7544\n","4/4 [==============================] - 0s 4ms/step - loss: 8.5540 - mape: 8.5540\n","4/4 [==============================] - 0s 4ms/step - loss: 10.7588 - mape: 10.7588\n","4/4 [==============================] - 0s 3ms/step - loss: 8.2499 - mape: 8.2499\n","4/4 [==============================] - 0s 4ms/step - loss: 4.8212 - mape: 4.8212\n","4/4 [==============================] - 0s 4ms/step - loss: 4.1941 - mape: 4.1941\n","4/4 [==============================] - 0s 4ms/step - loss: 11.0822 - mape: 11.0822\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141328fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133dc550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141306dfd0\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 25\n","alpha: [12.         29.09421724]\n","beta: [11.         28.83957004]\n","delta: [13.         28.09363605]\n","4/4 [==============================] - 0s 4ms/step - loss: 8.2147 - mape: 8.2147\n","4/4 [==============================] - 0s 3ms/step - loss: 6.5193 - mape: 6.5193\n","4/4 [==============================] - 0s 4ms/step - loss: 6.4906 - mape: 6.4906\n","4/4 [==============================] - 0s 3ms/step - loss: 7.7431 - mape: 7.7431\n","4/4 [==============================] - 0s 4ms/step - loss: 6.8422 - mape: 6.8422\n","4/4 [==============================] - 0s 5ms/step - loss: 8.8147 - mape: 8.8147\n","4/4 [==============================] - 0s 3ms/step - loss: 6.8476 - mape: 6.8476\n","4/4 [==============================] - 0s 4ms/step - loss: 6.8426 - mape: 6.8426\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141328fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133dc550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c110\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 26\n","alpha: [11.         30.66593445]\n","beta: [13.         28.09363605]\n","delta: [11.         28.83957004]\n","4/4 [==============================] - 0s 3ms/step - loss: 5.9108 - mape: 5.9108\n","4/4 [==============================] - 0s 4ms/step - loss: 7.2986 - mape: 7.2986\n","4/4 [==============================] - 0s 3ms/step - loss: 10.5087 - mape: 10.5087\n","4/4 [==============================] - 0s 4ms/step - loss: 9.0735 - mape: 9.0735\n","4/4 [==============================] - 0s 4ms/step - loss: 9.2608 - mape: 9.2608\n","4/4 [==============================] - 0s 4ms/step - loss: 10.2775 - mape: 10.2775\n","4/4 [==============================] - 0s 4ms/step - loss: 8.8541 - mape: 8.8541\n","4/4 [==============================] - 0s 4ms/step - loss: 8.5321 - mape: 8.5321\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141328fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14133dc550\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 27\n","alpha: [13.         28.09363605]\n","beta: [12.         29.09421724]\n","delta: [11.         30.66593445]\n","4/4 [==============================] - 0s 4ms/step - loss: 10.9710 - mape: 10.9710\n","4/4 [==============================] - 0s 4ms/step - loss: 6.6716 - mape: 6.6716\n","4/4 [==============================] - 0s 4ms/step - loss: 8.3816 - mape: 8.3816\n","4/4 [==============================] - 0s 5ms/step - loss: 11.7172 - mape: 11.7172\n","4/4 [==============================] - 0s 5ms/step - loss: 8.3018 - mape: 8.3018\n","4/4 [==============================] - 0s 4ms/step - loss: 6.9513 - mape: 6.9513\n","4/4 [==============================] - 0s 4ms/step - loss: 7.2149 - mape: 7.2149\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8366 - mape: 9.8366\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141328fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 28\n","alpha: [12.        28.3922962]\n","beta: [11.         30.66593445]\n","delta: [13.         28.09363605]\n","4/4 [==============================] - 0s 5ms/step - loss: 7.9986 - mape: 7.9986\n","4/4 [==============================] - 0s 3ms/step - loss: 10.1549 - mape: 10.1549\n","4/4 [==============================] - 0s 4ms/step - loss: 8.5448 - mape: 8.5448\n","4/4 [==============================] - 0s 5ms/step - loss: 8.1342 - mape: 8.1342\n","4/4 [==============================] - 0s 4ms/step - loss: 7.7290 - mape: 7.7290\n","4/4 [==============================] - 0s 4ms/step - loss: 4.9129 - mape: 4.9129\n","4/4 [==============================] - 0s 4ms/step - loss: 4.9040 - mape: 4.9040\n","4/4 [==============================] - 0s 4ms/step - loss: 9.0629 - mape: 9.0629\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141328fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c110\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 29\n","alpha: [12.         29.09421724]\n","beta: [12.        28.3922962]\n","delta: [11.         30.66593445]\n","4/4 [==============================] - 0s 4ms/step - loss: 7.3750 - mape: 7.3750\n","4/4 [==============================] - 0s 7ms/step - loss: 5.6190 - mape: 5.6190\n","4/4 [==============================] - 0s 4ms/step - loss: 6.5016 - mape: 6.5016\n","4/4 [==============================] - 0s 4ms/step - loss: 7.5780 - mape: 7.5780\n","4/4 [==============================] - 0s 4ms/step - loss: 9.2423 - mape: 9.2423\n","4/4 [==============================] - 0s 4ms/step - loss: 6.6537 - mape: 6.6537\n","4/4 [==============================] - 0s 5ms/step - loss: 6.4179 - mape: 6.4179\n","4/4 [==============================] - 0s 4ms/step - loss: 8.8631 - mape: 8.8631\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141328fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 30\n","alpha: [11.         30.66593445]\n","beta: [11.         28.83957004]\n","delta: [12.        28.3922962]\n","4/4 [==============================] - 0s 4ms/step - loss: 6.8902 - mape: 6.8902\n","4/4 [==============================] - 0s 3ms/step - loss: 7.7286 - mape: 7.7286\n","4/4 [==============================] - 0s 5ms/step - loss: 9.2681 - mape: 9.2681\n","4/4 [==============================] - 0s 4ms/step - loss: 10.0868 - mape: 10.0868\n","4/4 [==============================] - 0s 4ms/step - loss: 9.1405 - mape: 9.1405\n","4/4 [==============================] - 0s 4ms/step - loss: 5.2791 - mape: 5.2791\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4375 - mape: 9.4375\n","4/4 [==============================] - 0s 4ms/step - loss: 9.1241 - mape: 9.1241\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141328fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 31\n","alpha: [12.         29.09421724]\n","beta: [11.         28.83957004]\n","delta: [11.         30.66593445]\n","4/4 [==============================] - 0s 4ms/step - loss: 5.7847 - mape: 5.7847\n","4/4 [==============================] - 0s 3ms/step - loss: 6.9955 - mape: 6.9955\n","4/4 [==============================] - 0s 4ms/step - loss: 7.6153 - mape: 7.6153\n","4/4 [==============================] - 0s 4ms/step - loss: 4.0040 - mape: 4.0040\n","4/4 [==============================] - 0s 6ms/step - loss: 6.0913 - mape: 6.0913\n","4/4 [==============================] - 0s 3ms/step - loss: 5.6499 - mape: 5.6499\n","4/4 [==============================] - 0s 4ms/step - loss: 8.4204 - mape: 8.4204\n","4/4 [==============================] - 0s 4ms/step - loss: 5.8205 - mape: 5.8205\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141328fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141307c110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 32\n","alpha: [12.        28.3922962]\n","beta: [12.         29.09421724]\n","delta: [11.         30.66593445]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.6595 - mape: 9.6595\n","4/4 [==============================] - 0s 5ms/step - loss: 7.7215 - mape: 7.7215\n","4/4 [==============================] - 0s 4ms/step - loss: 6.0672 - mape: 6.0672\n","4/4 [==============================] - 0s 4ms/step - loss: 9.6195 - mape: 9.6195\n","4/4 [==============================] - 0s 5ms/step - loss: 3.6589 - mape: 3.6589\n","4/4 [==============================] - 0s 5ms/step - loss: 9.6842 - mape: 9.6842\n","4/4 [==============================] - 0s 4ms/step - loss: 9.4039 - mape: 9.4039\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2527 - mape: 9.2527\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141328fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c134d0\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 33\n","alpha: [12.         29.09421724]\n","beta: [12.        28.3922962]\n","delta: [11.         30.56935419]\n","4/4 [==============================] - 0s 4ms/step - loss: 7.9596 - mape: 7.9596\n","4/4 [==============================] - 0s 3ms/step - loss: 8.3214 - mape: 8.3214\n","4/4 [==============================] - 0s 4ms/step - loss: 8.6966 - mape: 8.6966\n","4/4 [==============================] - 0s 3ms/step - loss: 9.5733 - mape: 9.5733\n","4/4 [==============================] - 0s 5ms/step - loss: 6.7766 - mape: 6.7766\n","4/4 [==============================] - 0s 5ms/step - loss: 6.8600 - mape: 6.8600\n","4/4 [==============================] - 0s 3ms/step - loss: 10.0343 - mape: 10.0343\n","4/4 [==============================] - 0s 4ms/step - loss: 5.1640 - mape: 5.1640\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141328fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c134d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 34\n","alpha: [13.         28.09363605]\n","beta: [11.         28.83957004]\n","delta: [12.        28.3922962]\n","4/4 [==============================] - 0s 5ms/step - loss: 6.8454 - mape: 6.8454\n","4/4 [==============================] - 0s 3ms/step - loss: 8.7200 - mape: 8.7200\n","4/4 [==============================] - 0s 5ms/step - loss: 10.7064 - mape: 10.7064\n","4/4 [==============================] - 0s 3ms/step - loss: 5.0756 - mape: 5.0756\n","4/4 [==============================] - 0s 5ms/step - loss: 6.7258 - mape: 6.7258\n","4/4 [==============================] - 0s 5ms/step - loss: 6.3389 - mape: 6.3389\n","4/4 [==============================] - 0s 3ms/step - loss: 8.7939 - mape: 8.7939\n","4/4 [==============================] - 0s 2ms/step - loss: 6.8099 - mape: 6.8099\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f141328fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c134d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 35\n","alpha: [12.         29.09421724]\n","beta: [10.         32.24774301]\n","delta: [11.         30.56935419]\n","4/4 [==============================] - 0s 3ms/step - loss: 3.5244 - mape: 3.5244\n","4/4 [==============================] - 0s 4ms/step - loss: 8.9387 - mape: 8.9387\n","4/4 [==============================] - 0s 5ms/step - loss: 7.7366 - mape: 7.7366\n","4/4 [==============================] - 0s 4ms/step - loss: 9.3194 - mape: 9.3194\n","4/4 [==============================] - 0s 5ms/step - loss: 9.6240 - mape: 9.6240\n","4/4 [==============================] - 0s 5ms/step - loss: 7.7287 - mape: 7.7287\n","4/4 [==============================] - 0s 4ms/step - loss: 7.9932 - mape: 7.9932\n","4/4 [==============================] - 0s 3ms/step - loss: 5.4654 - mape: 5.4654\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411c134d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 36\n","alpha: [12.         29.09421724]\n","beta: [13.         28.09363605]\n","delta: [11.         28.83957004]\n","4/4 [==============================] - 0s 2ms/step - loss: 10.4342 - mape: 10.4342\n","4/4 [==============================] - 0s 2ms/step - loss: 8.7864 - mape: 8.7864\n","4/4 [==============================] - 0s 5ms/step - loss: 9.0691 - mape: 9.0691\n","4/4 [==============================] - 0s 5ms/step - loss: 9.7747 - mape: 9.7747\n","4/4 [==============================] - 0s 3ms/step - loss: 8.3936 - mape: 8.3936\n","4/4 [==============================] - 0s 4ms/step - loss: 7.5582 - mape: 7.5582\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4981 - mape: 9.4981\n","4/4 [==============================] - 0s 3ms/step - loss: 6.3964 - mape: 6.3964\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1411c134d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 37\n","alpha: [12.        28.3922962]\n","beta: [11.         30.56935419]\n","delta: [13.         28.09363605]\n","4/4 [==============================] - 0s 4ms/step - loss: 8.7748 - mape: 8.7748\n","4/4 [==============================] - 0s 3ms/step - loss: 11.8261 - mape: 11.8261\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4708 - mape: 9.4708\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0910 - mape: 9.0910\n","4/4 [==============================] - 0s 4ms/step - loss: 9.2663 - mape: 9.2663\n","4/4 [==============================] - 0s 4ms/step - loss: 6.8844 - mape: 6.8844\n","4/4 [==============================] - 0s 5ms/step - loss: 8.2910 - mape: 8.2910\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8147 - mape: 9.8147\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c134d0\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 38\n","alpha: [12.        28.3922962]\n","beta: [13.         28.09363605]\n","delta: [10.         32.24101854]\n","4/4 [==============================] - 0s 4ms/step - loss: 7.7874 - mape: 7.7874\n","4/4 [==============================] - 0s 5ms/step - loss: 9.7834 - mape: 9.7834\n","4/4 [==============================] - 0s 4ms/step - loss: 10.0145 - mape: 10.0145\n","4/4 [==============================] - 0s 5ms/step - loss: 10.6883 - mape: 10.6883\n","4/4 [==============================] - 0s 3ms/step - loss: 9.2229 - mape: 9.2229\n","4/4 [==============================] - 0s 3ms/step - loss: 9.9563 - mape: 9.9563\n","4/4 [==============================] - 0s 4ms/step - loss: 5.7158 - mape: 5.7158\n","4/4 [==============================] - 0s 5ms/step - loss: 5.9397 - mape: 5.9397\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c134d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 39\n","alpha: [12.         29.09421724]\n","beta: [12.        28.3922962]\n","delta: [11.         28.83957004]\n","4/4 [==============================] - 0s 6ms/step - loss: 8.5955 - mape: 8.5955\n","4/4 [==============================] - 0s 3ms/step - loss: 6.3760 - mape: 6.3760\n","4/4 [==============================] - 0s 4ms/step - loss: 8.9391 - mape: 8.9391\n","4/4 [==============================] - 0s 5ms/step - loss: 8.3253 - mape: 8.3253\n","4/4 [==============================] - 0s 3ms/step - loss: 7.8549 - mape: 7.8549\n","4/4 [==============================] - 0s 4ms/step - loss: 7.6848 - mape: 7.6848\n","4/4 [==============================] - 0s 4ms/step - loss: 8.7860 - mape: 8.7860\n","4/4 [==============================] - 0s 5ms/step - loss: 5.3100 - mape: 5.3100\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c134d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 40\n","alpha: [13.         28.09363605]\n","beta: [10.         32.24101854]\n","delta: [12.        28.3922962]\n","4/4 [==============================] - 0s 3ms/step - loss: 4.1721 - mape: 4.1721\n","4/4 [==============================] - 0s 4ms/step - loss: 8.3444 - mape: 8.3444\n","4/4 [==============================] - 0s 4ms/step - loss: 6.7507 - mape: 6.7507\n","4/4 [==============================] - 0s 5ms/step - loss: 9.1974 - mape: 9.1974\n","4/4 [==============================] - 0s 6ms/step - loss: 10.5050 - mape: 10.5050\n","4/4 [==============================] - 0s 4ms/step - loss: 8.7451 - mape: 8.7451\n","4/4 [==============================] - 0s 3ms/step - loss: 5.5681 - mape: 5.5681\n","4/4 [==============================] - 0s 3ms/step - loss: 8.0126 - mape: 8.0126\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c134d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 41\n","alpha: [12.         29.09421724]\n","beta: [10.         32.24101854]\n","delta: [13.         28.09363605]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.9460 - mape: 9.9460\n","4/4 [==============================] - 0s 3ms/step - loss: 8.4532 - mape: 8.4532\n","4/4 [==============================] - 0s 5ms/step - loss: 8.1147 - mape: 8.1147\n","4/4 [==============================] - 0s 4ms/step - loss: 8.5260 - mape: 8.5260\n","4/4 [==============================] - 0s 5ms/step - loss: 7.2918 - mape: 7.2918\n","4/4 [==============================] - 0s 8ms/step - loss: 9.3434 - mape: 9.3434\n","4/4 [==============================] - 0s 3ms/step - loss: 7.3153 - mape: 7.3153\n","4/4 [==============================] - 0s 4ms/step - loss: 4.4374 - mape: 4.4374\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c134d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 42\n","alpha: [13.         28.09363605]\n","beta: [10.         32.24101854]\n","delta: [12.        28.3922962]\n","4/4 [==============================] - 0s 3ms/step - loss: 8.7375 - mape: 8.7375\n","4/4 [==============================] - 0s 3ms/step - loss: 8.2790 - mape: 8.2790\n","4/4 [==============================] - 0s 4ms/step - loss: 9.0040 - mape: 9.0040\n","4/4 [==============================] - 0s 5ms/step - loss: 6.7513 - mape: 6.7513\n","4/4 [==============================] - 0s 5ms/step - loss: 9.4858 - mape: 9.4858\n","4/4 [==============================] - 0s 3ms/step - loss: 7.5150 - mape: 7.5150\n","4/4 [==============================] - 0s 3ms/step - loss: 6.8982 - mape: 6.8982\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4331 - mape: 9.4331\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411c134d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 43\n","alpha: [11.         28.83957004]\n","beta: [13.         28.09363605]\n","delta: [10.         32.24101854]\n","4/4 [==============================] - 0s 4ms/step - loss: 4.4446 - mape: 4.4446\n","4/4 [==============================] - 0s 4ms/step - loss: 8.6806 - mape: 8.6806\n","4/4 [==============================] - 0s 3ms/step - loss: 8.4451 - mape: 8.4451\n","4/4 [==============================] - 0s 5ms/step - loss: 8.5511 - mape: 8.5511\n","4/4 [==============================] - 0s 3ms/step - loss: 7.9544 - mape: 7.9544\n","4/4 [==============================] - 0s 5ms/step - loss: 9.8407 - mape: 9.8407\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3623 - mape: 9.3623\n","4/4 [==============================] - 0s 3ms/step - loss: 6.5096 - mape: 6.5096\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 44\n","alpha: [13.         28.09363605]\n","beta: [12.        28.3922962]\n","delta: [10.         32.24101854]\n","4/4 [==============================] - 0s 5ms/step - loss: 8.0625 - mape: 8.0625\n","4/4 [==============================] - 0s 5ms/step - loss: 9.6032 - mape: 9.6032\n","4/4 [==============================] - 0s 4ms/step - loss: 6.0235 - mape: 6.0235\n","4/4 [==============================] - 0s 2ms/step - loss: 8.8137 - mape: 8.8137\n","4/4 [==============================] - 0s 4ms/step - loss: 7.6797 - mape: 7.6797\n","4/4 [==============================] - 0s 4ms/step - loss: 7.8655 - mape: 7.8655\n","4/4 [==============================] - 0s 4ms/step - loss: 7.2985 - mape: 7.2985\n","4/4 [==============================] - 0s 4ms/step - loss: 6.7099 - mape: 6.7099\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 45\n","alpha: [13.         28.09363605]\n","beta: [11.         28.06975249]\n","delta: [12.        28.3922962]\n","4/4 [==============================] - 0s 5ms/step - loss: 11.6957 - mape: 11.6957\n","4/4 [==============================] - 0s 4ms/step - loss: 8.7727 - mape: 8.7727\n","4/4 [==============================] - 0s 3ms/step - loss: 8.3192 - mape: 8.3192\n","4/4 [==============================] - 0s 5ms/step - loss: 5.6477 - mape: 5.6477\n","4/4 [==============================] - 0s 5ms/step - loss: 8.6264 - mape: 8.6264\n","4/4 [==============================] - 0s 5ms/step - loss: 8.0915 - mape: 8.0915\n","4/4 [==============================] - 0s 4ms/step - loss: 7.9869 - mape: 7.9869\n","4/4 [==============================] - 0s 4ms/step - loss: 8.2241 - mape: 8.2241\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e]\n","[1. 1. 1. 1. 1.]\n","[1. 1. 1. 1.]\n","\n","Iteration: 46\n","alpha: [10.         32.24101854]\n","beta: [11.         28.06975249]\n","delta: [13.         28.09363605]\n","4/4 [==============================] - 0s 7ms/step - loss: 8.3027 - mape: 8.3027\n","4/4 [==============================] - 0s 6ms/step - loss: 3.4556 - mape: 3.4556\n","4/4 [==============================] - 0s 5ms/step - loss: 8.9848 - mape: 8.9848\n","4/4 [==============================] - 0s 6ms/step - loss: 8.1796 - mape: 8.1796\n","4/4 [==============================] - 0s 9ms/step - loss: 8.0799 - mape: 8.0799\n","4/4 [==============================] - 0s 4ms/step - loss: 6.7538 - mape: 6.7538\n","4/4 [==============================] - 0s 4ms/step - loss: 3.6322 - mape: 3.6322\n","4/4 [==============================] - 0s 4ms/step - loss: 6.7781 - mape: 6.7781\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","[1. 1. 1. 1. 2. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e]\n","[1. 1. 1. 2. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 47\n","alpha: [10.         32.24101854]\n","beta: [11.         28.83957004]\n","delta: [11.         28.06975249]\n","4/4 [==============================] - 0s 4ms/step - loss: 8.0484 - mape: 8.0484\n","4/4 [==============================] - 0s 4ms/step - loss: 8.6948 - mape: 8.6948\n","4/4 [==============================] - 0s 4ms/step - loss: 5.2178 - mape: 5.2178\n","4/4 [==============================] - 0s 5ms/step - loss: 9.8713 - mape: 9.8713\n","4/4 [==============================] - 0s 6ms/step - loss: 7.2755 - mape: 7.2755\n","4/4 [==============================] - 0s 6ms/step - loss: 8.5522 - mape: 8.5522\n","4/4 [==============================] - 0s 6ms/step - loss: 6.8018 - mape: 6.8018\n","4/4 [==============================] - 0s 6ms/step - loss: 6.2309 - mape: 6.2309\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 48\n","alpha: [13.         31.91678347]\n","beta: [13.         28.09363605]\n","delta: [11.         28.06975249]\n","4/4 [==============================] - 0s 6ms/step - loss: 6.6796 - mape: 6.6796\n","4/4 [==============================] - 0s 6ms/step - loss: 8.0937 - mape: 8.0937\n","4/4 [==============================] - 0s 5ms/step - loss: 7.4972 - mape: 7.4972\n","4/4 [==============================] - 0s 3ms/step - loss: 5.6707 - mape: 5.6707\n","4/4 [==============================] - 0s 6ms/step - loss: 6.3777 - mape: 6.3777\n","4/4 [==============================] - 0s 5ms/step - loss: 8.7540 - mape: 8.7540\n","4/4 [==============================] - 0s 4ms/step - loss: 7.7901 - mape: 7.7901\n","4/4 [==============================] - 0s 3ms/step - loss: 8.0076 - mape: 8.0076\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 49\n","alpha: [11.         28.83957004]\n","beta: [12.         29.09421724]\n","delta: [12.         35.57875413]\n","4/4 [==============================] - 0s 6ms/step - loss: 9.7613 - mape: 9.7613\n","4/4 [==============================] - 0s 5ms/step - loss: 5.3794 - mape: 5.3794\n","4/4 [==============================] - 0s 4ms/step - loss: 6.8795 - mape: 6.8795\n","4/4 [==============================] - 0s 5ms/step - loss: 5.6976 - mape: 5.6976\n","4/4 [==============================] - 0s 6ms/step - loss: 7.5450 - mape: 7.5450\n","4/4 [==============================] - 0s 6ms/step - loss: 7.1295 - mape: 7.1295\n","4/4 [==============================] - 0s 4ms/step - loss: 9.0826 - mape: 9.0826\n","4/4 [==============================] - 0s 6ms/step - loss: 7.6613 - mape: 7.6613\n","[1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 50\n","alpha: [11.         28.06975249]\n","beta: [13.        34.1662837]\n","delta: [11.         28.83957004]\n","4/4 [==============================] - 0s 4ms/step - loss: 4.5473 - mape: 4.5473\n","4/4 [==============================] - 0s 5ms/step - loss: 8.3265 - mape: 8.3265\n","4/4 [==============================] - 0s 5ms/step - loss: 7.4980 - mape: 7.4980\n","4/4 [==============================] - 0s 3ms/step - loss: 7.7475 - mape: 7.7475\n","4/4 [==============================] - 0s 5ms/step - loss: 7.5239 - mape: 7.5239\n","4/4 [==============================] - 0s 4ms/step - loss: 7.9194 - mape: 7.9194\n","4/4 [==============================] - 0s 4ms/step - loss: 3.9641 - mape: 3.9641\n","4/4 [==============================] - 0s 5ms/step - loss: 8.6280 - mape: 8.6280\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 51\n","alpha: [11.         28.83957004]\n","beta: [10.         32.24101854]\n","delta: [12.         29.09421724]\n","4/4 [==============================] - 0s 8ms/step - loss: 4.3285 - mape: 4.3285\n","4/4 [==============================] - 0s 5ms/step - loss: 6.6003 - mape: 6.6003\n","4/4 [==============================] - 0s 3ms/step - loss: 4.3306 - mape: 4.3306\n","4/4 [==============================] - 0s 7ms/step - loss: 5.7978 - mape: 5.7978\n","4/4 [==============================] - 0s 5ms/step - loss: 4.3151 - mape: 4.3151\n","4/4 [==============================] - 0s 5ms/step - loss: 4.3541 - mape: 4.3541\n","4/4 [==============================] - 0s 2ms/step - loss: 6.0596 - mape: 6.0596\n","4/4 [==============================] - 0s 7ms/step - loss: 9.9934 - mape: 9.9934\n","[1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 2. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140acf3a50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e]\n","[1. 1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 52\n","alpha: [11.         28.83957004]\n","beta: [10.         32.24101854]\n","delta: [13.         28.09363605]\n","4/4 [==============================] - 0s 3ms/step - loss: 8.5789 - mape: 8.5789\n","4/4 [==============================] - 0s 6ms/step - loss: 5.5214 - mape: 5.5214\n","4/4 [==============================] - 0s 3ms/step - loss: 6.5297 - mape: 6.5297\n","4/4 [==============================] - 0s 2ms/step - loss: 8.1194 - mape: 8.1194\n","4/4 [==============================] - 0s 5ms/step - loss: 5.2125 - mape: 5.2125\n","4/4 [==============================] - 0s 6ms/step - loss: 7.8242 - mape: 7.8242\n","4/4 [==============================] - 0s 4ms/step - loss: 19.0989 - mape: 19.0989\n","4/4 [==============================] - 0s 5ms/step - loss: 8.9519 - mape: 8.9519\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 53\n","alpha: [12.         29.09421724]\n","beta: [13.         28.09363605]\n","delta: [10.         32.24101854]\n","4/4 [==============================] - 0s 5ms/step - loss: 4.5378 - mape: 4.5378\n","4/4 [==============================] - 0s 5ms/step - loss: 8.9709 - mape: 8.9709\n","4/4 [==============================] - 0s 4ms/step - loss: 6.4541 - mape: 6.4541\n","4/4 [==============================] - 0s 6ms/step - loss: 6.0087 - mape: 6.0087\n","4/4 [==============================] - 0s 5ms/step - loss: 6.5520 - mape: 6.5520\n","4/4 [==============================] - 0s 5ms/step - loss: 7.2789 - mape: 7.2789\n","4/4 [==============================] - 0s 4ms/step - loss: 9.1479 - mape: 9.1479\n","4/4 [==============================] - 0s 4ms/step - loss: 6.6844 - mape: 6.6844\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 54\n","alpha: [10.         32.24101854]\n","beta: [13.        36.1093651]\n","delta: [13.         28.09363605]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.8552 - mape: 9.8552\n","4/4 [==============================] - 0s 6ms/step - loss: 8.7767 - mape: 8.7767\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8215 - mape: 9.8215\n","4/4 [==============================] - 0s 7ms/step - loss: 8.1419 - mape: 8.1419\n","4/4 [==============================] - 0s 4ms/step - loss: 7.9995 - mape: 7.9995\n","4/4 [==============================] - 0s 3ms/step - loss: 9.5964 - mape: 9.5964\n","4/4 [==============================] - 0s 5ms/step - loss: 8.7077 - mape: 8.7077\n","4/4 [==============================] - 0s 5ms/step - loss: 6.8597 - mape: 6.8597\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e]\n","[2. 1. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 55\n","alpha: [10.         32.24101854]\n","beta: [13.         31.79607203]\n","delta: [12.         29.09421724]\n","4/4 [==============================] - 0s 5ms/step - loss: 8.8810 - mape: 8.8810\n","4/4 [==============================] - 0s 8ms/step - loss: 9.0884 - mape: 9.0884\n","4/4 [==============================] - 0s 3ms/step - loss: 7.9799 - mape: 7.9799\n","4/4 [==============================] - 0s 4ms/step - loss: 8.7847 - mape: 8.7847\n","4/4 [==============================] - 0s 7ms/step - loss: 9.7978 - mape: 9.7978\n","4/4 [==============================] - 0s 4ms/step - loss: 8.3101 - mape: 8.3101\n","4/4 [==============================] - 0s 5ms/step - loss: 6.3683 - mape: 6.3683\n","4/4 [==============================] - 0s 5ms/step - loss: 7.1561 - mape: 7.1561\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 56\n","alpha: [11.        34.1023287]\n","beta: [12.         29.09421724]\n","delta: [13.         28.09363605]\n","4/4 [==============================] - 0s 4ms/step - loss: 5.0062 - mape: 5.0062\n","4/4 [==============================] - 0s 5ms/step - loss: 7.6331 - mape: 7.6331\n","4/4 [==============================] - 0s 4ms/step - loss: 10.0684 - mape: 10.0684\n","4/4 [==============================] - 0s 3ms/step - loss: 8.8585 - mape: 8.8585\n","4/4 [==============================] - 0s 5ms/step - loss: 8.4609 - mape: 8.4609\n","4/4 [==============================] - 0s 5ms/step - loss: 8.6463 - mape: 8.6463\n","4/4 [==============================] - 0s 6ms/step - loss: 9.1783 - mape: 9.1783\n","4/4 [==============================] - 0s 6ms/step - loss: 8.1353 - mape: 8.1353\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 57\n","alpha: [12.         29.09421724]\n","beta: [13.         28.09363605]\n","delta: [10.         32.24101854]\n","4/4 [==============================] - 0s 4ms/step - loss: 4.9839 - mape: 4.9839\n","4/4 [==============================] - 0s 7ms/step - loss: 8.6159 - mape: 8.6159\n","4/4 [==============================] - 0s 4ms/step - loss: 7.7124 - mape: 7.7124\n","4/4 [==============================] - 0s 3ms/step - loss: 8.3724 - mape: 8.3724\n","4/4 [==============================] - 0s 4ms/step - loss: 8.1869 - mape: 8.1869\n","4/4 [==============================] - 0s 3ms/step - loss: 6.4629 - mape: 6.4629\n","4/4 [==============================] - 0s 6ms/step - loss: 8.5876 - mape: 8.5876\n","4/4 [==============================] - 0s 5ms/step - loss: 5.9120 - mape: 5.9120\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 58\n","alpha: [13.         28.09363605]\n","beta: [12.         19.09887465]\n","delta: [10.         32.24101854]\n","4/4 [==============================] - 0s 6ms/step - loss: 9.2498 - mape: 9.2498\n","4/4 [==============================] - 0s 3ms/step - loss: 7.8111 - mape: 7.8111\n","4/4 [==============================] - 0s 6ms/step - loss: 7.4900 - mape: 7.4900\n","4/4 [==============================] - 0s 4ms/step - loss: 7.6899 - mape: 7.6899\n","4/4 [==============================] - 0s 8ms/step - loss: 8.5751 - mape: 8.5751\n","4/4 [==============================] - 0s 3ms/step - loss: 6.8892 - mape: 6.8892\n","4/4 [==============================] - 0s 4ms/step - loss: 8.0244 - mape: 8.0244\n","4/4 [==============================] - 0s 6ms/step - loss: 5.2721 - mape: 5.2721\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 59\n","alpha: [12.         19.09887465]\n","beta: [12.         29.09421724]\n","delta: [11.         33.92189657]\n","4/4 [==============================] - 0s 3ms/step - loss: 8.1569 - mape: 8.1569\n","4/4 [==============================] - 0s 4ms/step - loss: 5.6785 - mape: 5.6785\n","4/4 [==============================] - 0s 6ms/step - loss: 4.7476 - mape: 4.7476\n","4/4 [==============================] - 0s 4ms/step - loss: 4.4966 - mape: 4.4966\n","4/4 [==============================] - 0s 4ms/step - loss: 9.4275 - mape: 9.4275\n","4/4 [==============================] - 0s 7ms/step - loss: 8.2976 - mape: 8.2976\n","4/4 [==============================] - 0s 3ms/step - loss: 6.8395 - mape: 6.8395\n","4/4 [==============================] - 0s 2ms/step - loss: 7.8268 - mape: 7.8268\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e]\n","[1. 2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 60\n","alpha: [12.         29.09421724]\n","beta: [10.         32.24101854]\n","delta: [11.      35.59987]\n","4/4 [==============================] - 0s 2ms/step - loss: 8.9292 - mape: 8.9292\n","4/4 [==============================] - 0s 6ms/step - loss: 7.0792 - mape: 7.0792\n","4/4 [==============================] - 0s 4ms/step - loss: 8.0570 - mape: 8.0570\n","4/4 [==============================] - 0s 4ms/step - loss: 7.0980 - mape: 7.0980\n","4/4 [==============================] - 0s 3ms/step - loss: 9.6492 - mape: 9.6492\n","4/4 [==============================] - 0s 4ms/step - loss: 5.4891 - mape: 5.4891\n","4/4 [==============================] - 0s 4ms/step - loss: 6.0978 - mape: 6.0978\n","4/4 [==============================] - 0s 5ms/step - loss: 6.0510 - mape: 6.0510\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e14b90\u003e]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 61\n","alpha: [10.         32.24101854]\n","beta: [11.         34.07545581]\n","delta: [12.         19.09887465]\n","4/4 [==============================] - 0s 3ms/step - loss: 7.0249 - mape: 7.0249\n","4/4 [==============================] - 0s 4ms/step - loss: 5.8748 - mape: 5.8748\n","4/4 [==============================] - 0s 4ms/step - loss: 7.2619 - mape: 7.2619\n","4/4 [==============================] - 0s 8ms/step - loss: 9.1522 - mape: 9.1522\n","4/4 [==============================] - 0s 6ms/step - loss: 6.9906 - mape: 6.9906\n","4/4 [==============================] - 0s 4ms/step - loss: 8.8349 - mape: 8.8349\n","4/4 [==============================] - 0s 6ms/step - loss: 9.2840 - mape: 9.2840\n","4/4 [==============================] - 0s 6ms/step - loss: 7.2723 - mape: 7.2723\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 62\n","alpha: [12.         29.09421724]\n","beta: [13.         28.09363605]\n","delta: [12.         19.09887465]\n","4/4 [==============================] - 0s 5ms/step - loss: 7.0633 - mape: 7.0633\n","4/4 [==============================] - 0s 5ms/step - loss: 6.7749 - mape: 6.7749\n","4/4 [==============================] - 0s 3ms/step - loss: 9.1457 - mape: 9.1457\n","4/4 [==============================] - 0s 5ms/step - loss: 8.8614 - mape: 8.8614\n","4/4 [==============================] - 0s 4ms/step - loss: 7.6887 - mape: 7.6887\n","4/4 [==============================] - 0s 5ms/step - loss: 9.6642 - mape: 9.6642\n","4/4 [==============================] - 0s 7ms/step - loss: 6.9060 - mape: 6.9060\n","4/4 [==============================] - 0s 5ms/step - loss: 9.7941 - mape: 9.7941\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e]\n","[1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1.]\n","\n","Iteration: 63\n","alpha: [12.         19.09887465]\n","beta: [12.         29.09421724]\n","delta: [12.         38.06089487]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4810 - mape: 9.4810\n","4/4 [==============================] - 0s 7ms/step - loss: 10.7101 - mape: 10.7101\n","4/4 [==============================] - 0s 6ms/step - loss: 8.0112 - mape: 8.0112\n","4/4 [==============================] - 0s 4ms/step - loss: 10.0714 - mape: 10.0714\n","4/4 [==============================] - 0s 3ms/step - loss: 8.8963 - mape: 8.8963\n","4/4 [==============================] - 0s 5ms/step - loss: 8.6982 - mape: 8.6982\n","4/4 [==============================] - 0s 5ms/step - loss: 9.5803 - mape: 9.5803\n","4/4 [==============================] - 0s 4ms/step - loss: 9.4000 - mape: 9.4000\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e]\n","[1. 2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 64\n","alpha: [12.         19.09887465]\n","beta: [10.         31.65330953]\n","delta: [12.         32.73516304]\n","4/4 [==============================] - 0s 9ms/step - loss: 7.2923 - mape: 7.2923\n","4/4 [==============================] - 0s 5ms/step - loss: 8.6915 - mape: 8.6915\n","4/4 [==============================] - 0s 6ms/step - loss: 7.2704 - mape: 7.2704\n","4/4 [==============================] - 0s 4ms/step - loss: 9.4256 - mape: 9.4256\n","4/4 [==============================] - 0s 3ms/step - loss: 8.2976 - mape: 8.2976\n","4/4 [==============================] - 0s 6ms/step - loss: 9.5317 - mape: 9.5317\n","4/4 [==============================] - 0s 3ms/step - loss: 5.1157 - mape: 5.1157\n","4/4 [==============================] - 0s 8ms/step - loss: 6.4432 - mape: 6.4432\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140ad83350\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 65\n","alpha: [12.         29.09421724]\n","beta: [12.         30.31599969]\n","delta: [13.         28.09363605]\n","4/4 [==============================] - 0s 4ms/step - loss: 10.7141 - mape: 10.7141\n","4/4 [==============================] - 0s 4ms/step - loss: 7.8478 - mape: 7.8478\n","4/4 [==============================] - 0s 4ms/step - loss: 5.3684 - mape: 5.3684\n","4/4 [==============================] - 0s 5ms/step - loss: 4.8385 - mape: 4.8385\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5003 - mape: 9.5003\n","4/4 [==============================] - 0s 6ms/step - loss: 9.3960 - mape: 9.3960\n","4/4 [==============================] - 0s 6ms/step - loss: 9.0032 - mape: 9.0032\n","4/4 [==============================] - 0s 4ms/step - loss: 6.9366 - mape: 6.9366\n","[1. 2. 1. 1. 2.]\n","[1. 2. 1. 1. 2.]\n","[1. 2. 1. 1. 2.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e]\n","[1. 2. 1. 2.]\n","[1. 2. 2.]\n","\n","Iteration: 66\n","alpha: [12.         29.09421724]\n","beta: [12.         19.09887465]\n","delta: [10.         31.65330953]\n","4/4 [==============================] - 0s 3ms/step - loss: 7.2001 - mape: 7.2001\n","4/4 [==============================] - 0s 5ms/step - loss: 9.4918 - mape: 9.4918\n","4/4 [==============================] - 0s 5ms/step - loss: 9.7952 - mape: 9.7952\n","4/4 [==============================] - 0s 4ms/step - loss: 9.0205 - mape: 9.0205\n","4/4 [==============================] - 0s 4ms/step - loss: 7.1892 - mape: 7.1892\n","4/4 [==============================] - 0s 6ms/step - loss: 5.2135 - mape: 5.2135\n","4/4 [==============================] - 0s 4ms/step - loss: 6.0124 - mape: 6.0124\n","4/4 [==============================] - 0s 3ms/step - loss: 8.2075 - mape: 8.2075\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 67\n","alpha: [12.         29.09421724]\n","beta: [13.         28.03193711]\n","delta: [11.         28.06975249]\n","4/4 [==============================] - 0s 6ms/step - loss: 9.7132 - mape: 9.7132\n","4/4 [==============================] - 0s 4ms/step - loss: 6.9746 - mape: 6.9746\n","4/4 [==============================] - 0s 6ms/step - loss: 7.3555 - mape: 7.3555\n","4/4 [==============================] - 0s 6ms/step - loss: 8.6368 - mape: 8.6368\n","4/4 [==============================] - 0s 7ms/step - loss: 4.3689 - mape: 4.3689\n","4/4 [==============================] - 0s 7ms/step - loss: 6.8280 - mape: 6.8280\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8624 - mape: 9.8624\n","4/4 [==============================] - 0s 4ms/step - loss: 6.9474 - mape: 6.9474\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48dd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e]\n","[1. 2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 68\n","alpha: [12.         19.09887465]\n","beta: [10.         31.65330953]\n","delta: [12.         29.09421724]\n","4/4 [==============================] - 0s 5ms/step - loss: 6.1244 - mape: 6.1244\n","4/4 [==============================] - 0s 3ms/step - loss: 5.0629 - mape: 5.0629\n","4/4 [==============================] - 0s 7ms/step - loss: 9.3087 - mape: 9.3087\n","4/4 [==============================] - 0s 4ms/step - loss: 8.1485 - mape: 8.1485\n","4/4 [==============================] - 0s 6ms/step - loss: 8.6769 - mape: 8.6769\n","4/4 [==============================] - 0s 7ms/step - loss: 10.0401 - mape: 10.0401\n","4/4 [==============================] - 0s 5ms/step - loss: 5.6417 - mape: 5.6417\n","4/4 [==============================] - 0s 3ms/step - loss: 7.8404 - mape: 7.8404\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e0af10\u003e]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 69\n","alpha: [12.         19.09887465]\n","beta: [13.         28.03193711]\n","delta: [12.         29.09421724]\n","4/4 [==============================] - 0s 4ms/step - loss: 7.3709 - mape: 7.3709\n","4/4 [==============================] - 0s 5ms/step - loss: 8.3546 - mape: 8.3546\n","4/4 [==============================] - 0s 6ms/step - loss: 7.6522 - mape: 7.6522\n","4/4 [==============================] - 0s 5ms/step - loss: 10.0160 - mape: 10.0160\n","4/4 [==============================] - 0s 4ms/step - loss: 7.5384 - mape: 7.5384\n","4/4 [==============================] - 0s 6ms/step - loss: 6.9263 - mape: 6.9263\n","4/4 [==============================] - 0s 7ms/step - loss: 9.2244 - mape: 9.2244\n","4/4 [==============================] - 0s 4ms/step - loss: 9.4395 - mape: 9.4395\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e0af10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e]\n","[1. 1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 70\n","alpha: [12.         29.09421724]\n","beta: [10.         31.65330953]\n","delta: [12.         19.09887465]\n","4/4 [==============================] - 0s 3ms/step - loss: 7.8694 - mape: 7.8694\n","4/4 [==============================] - 0s 5ms/step - loss: 7.9640 - mape: 7.9640\n","4/4 [==============================] - 0s 6ms/step - loss: 7.7763 - mape: 7.7763\n","4/4 [==============================] - 0s 4ms/step - loss: 6.8949 - mape: 6.8949\n","4/4 [==============================] - 0s 6ms/step - loss: 7.8795 - mape: 7.8795\n","4/4 [==============================] - 0s 6ms/step - loss: 8.4151 - mape: 8.4151\n","4/4 [==============================] - 0s 4ms/step - loss: 8.3565 - mape: 8.3565\n","4/4 [==============================] - 0s 6ms/step - loss: 8.0770 - mape: 8.0770\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e0af10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 71\n","alpha: [13.         28.03193711]\n","beta: [12.         19.09887465]\n","delta: [12.         29.09421724]\n","4/4 [==============================] - 0s 3ms/step - loss: 7.7544 - mape: 7.7544\n","4/4 [==============================] - 0s 3ms/step - loss: 11.2398 - mape: 11.2398\n","4/4 [==============================] - 0s 6ms/step - loss: 10.0817 - mape: 10.0817\n","4/4 [==============================] - 0s 3ms/step - loss: 7.2097 - mape: 7.2097\n","4/4 [==============================] - 0s 7ms/step - loss: 9.5179 - mape: 9.5179\n","4/4 [==============================] - 0s 4ms/step - loss: 8.2937 - mape: 8.2937\n","4/4 [==============================] - 0s 3ms/step - loss: 8.9160 - mape: 8.9160\n","4/4 [==============================] - 0s 6ms/step - loss: 7.0881 - mape: 7.0881\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e0af10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 72\n","alpha: [12.         29.09421724]\n","beta: [13.         28.03193711]\n","delta: [ 9.         35.80595061]\n","4/4 [==============================] - 0s 6ms/step - loss: 9.0615 - mape: 9.0615\n","4/4 [==============================] - 0s 4ms/step - loss: 8.1010 - mape: 8.1010\n","4/4 [==============================] - 0s 4ms/step - loss: 9.9471 - mape: 9.9471\n","4/4 [==============================] - 0s 3ms/step - loss: 5.7090 - mape: 5.7090\n","4/4 [==============================] - 0s 7ms/step - loss: 10.3342 - mape: 10.3342\n","4/4 [==============================] - 0s 4ms/step - loss: 7.3508 - mape: 7.3508\n","4/4 [==============================] - 0s 6ms/step - loss: 7.0710 - mape: 7.0710\n","4/4 [==============================] - 0s 3ms/step - loss: 9.3253 - mape: 9.3253\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e0af10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e]\n","[1. 1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 73\n","alpha: [12.         29.09421724]\n","beta: [10.         31.65330953]\n","delta: [12.         19.09887465]\n","4/4 [==============================] - 0s 6ms/step - loss: 9.0847 - mape: 9.0847\n","4/4 [==============================] - 0s 6ms/step - loss: 7.8915 - mape: 7.8915\n","4/4 [==============================] - 0s 7ms/step - loss: 6.8559 - mape: 6.8559\n","4/4 [==============================] - 0s 5ms/step - loss: 3.9328 - mape: 3.9328\n","4/4 [==============================] - 0s 3ms/step - loss: 7.3002 - mape: 7.3002\n","4/4 [==============================] - 0s 7ms/step - loss: 5.9814 - mape: 5.9814\n","4/4 [==============================] - 0s 7ms/step - loss: 8.4541 - mape: 8.4541\n","4/4 [==============================] - 0s 6ms/step - loss: 5.1452 - mape: 5.1452\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e0af10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 74\n","alpha: [12.         19.09887465]\n","beta: [12.         29.09421724]\n","delta: [10.         31.65330953]\n","4/4 [==============================] - 0s 7ms/step - loss: 8.9574 - mape: 8.9574\n","4/4 [==============================] - 0s 5ms/step - loss: 5.7253 - mape: 5.7253\n","4/4 [==============================] - 0s 3ms/step - loss: 6.4518 - mape: 6.4518\n","4/4 [==============================] - 0s 3ms/step - loss: 8.3303 - mape: 8.3303\n","4/4 [==============================] - 0s 3ms/step - loss: 11.2521 - mape: 11.2521\n","4/4 [==============================] - 0s 7ms/step - loss: 8.5045 - mape: 8.5045\n","4/4 [==============================] - 0s 4ms/step - loss: 7.1957 - mape: 7.1957\n","4/4 [==============================] - 0s 4ms/step - loss: 8.1332 - mape: 8.1332\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e0af10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 75\n","alpha: [10.         31.65330953]\n","beta: [13.         28.03193711]\n","delta: [12.         29.09421724]\n","4/4 [==============================] - 0s 7ms/step - loss: 8.2464 - mape: 8.2464\n","4/4 [==============================] - 0s 4ms/step - loss: 8.6535 - mape: 8.6535\n","4/4 [==============================] - 0s 6ms/step - loss: 9.4370 - mape: 9.4370\n","4/4 [==============================] - 0s 6ms/step - loss: 12.1724 - mape: 12.1724\n","4/4 [==============================] - 0s 6ms/step - loss: 9.1108 - mape: 9.1108\n","4/4 [==============================] - 0s 3ms/step - loss: 7.9205 - mape: 7.9205\n","4/4 [==============================] - 0s 4ms/step - loss: 7.0033 - mape: 7.0033\n","4/4 [==============================] - 0s 4ms/step - loss: 7.5568 - mape: 7.5568\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e0af10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e]\n","[1. 1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 76\n","alpha: [12.         29.09421724]\n","beta: [ 9.         35.80595061]\n","delta: [13.         28.03193711]\n","4/4 [==============================] - 0s 8ms/step - loss: 10.2539 - mape: 10.2539\n","4/4 [==============================] - 0s 4ms/step - loss: 4.7511 - mape: 4.7511\n","4/4 [==============================] - 0s 5ms/step - loss: 9.8139 - mape: 9.8139\n","4/4 [==============================] - 0s 5ms/step - loss: 7.1842 - mape: 7.1842\n","4/4 [==============================] - 0s 6ms/step - loss: 9.0261 - mape: 9.0261\n","4/4 [==============================] - 0s 8ms/step - loss: 9.1119 - mape: 9.1119\n","4/4 [==============================] - 0s 8ms/step - loss: 5.6099 - mape: 5.6099\n","4/4 [==============================] - 0s 4ms/step - loss: 8.9984 - mape: 8.9984\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e0af10\u003e]\n","[1. 1. 2. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 77\n","alpha: [12.         19.09887465]\n","beta: [10.         31.65330953]\n","delta: [ 9.         35.80595061]\n","4/4 [==============================] - 0s 5ms/step - loss: 4.5761 - mape: 4.5761\n","4/4 [==============================] - 0s 4ms/step - loss: 7.7913 - mape: 7.7913\n","4/4 [==============================] - 0s 6ms/step - loss: 7.4141 - mape: 7.4141\n","4/4 [==============================] - 0s 7ms/step - loss: 7.7579 - mape: 7.7579\n","4/4 [==============================] - 0s 3ms/step - loss: 7.2029 - mape: 7.2029\n","4/4 [==============================] - 0s 4ms/step - loss: 7.5884 - mape: 7.5884\n","4/4 [==============================] - 0s 4ms/step - loss: 9.2232 - mape: 9.2232\n","4/4 [==============================] - 0s 5ms/step - loss: 9.2670 - mape: 9.2670\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e0af10\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e]\n","[1. 2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 78\n","alpha: [10.         31.65330953]\n","beta: [ 9.         35.80595061]\n","delta: [12.         29.09421724]\n","4/4 [==============================] - 0s 5ms/step - loss: 9.7616 - mape: 9.7616\n","4/4 [==============================] - 0s 3ms/step - loss: 7.2603 - mape: 7.2603\n","4/4 [==============================] - 0s 3ms/step - loss: 3.6009 - mape: 3.6009\n","4/4 [==============================] - 0s 6ms/step - loss: 7.8401 - mape: 7.8401\n","4/4 [==============================] - 0s 4ms/step - loss: 6.8435 - mape: 6.8435\n","4/4 [==============================] - 0s 3ms/step - loss: 8.4665 - mape: 8.4665\n","4/4 [==============================] - 0s 5ms/step - loss: 5.1925 - mape: 5.1925\n","4/4 [==============================] - 0s 7ms/step - loss: 7.2480 - mape: 7.2480\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a327c50\u003e]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 79\n","alpha: [12.         19.09887465]\n","beta: [12.         29.09421724]\n","delta: [10.         31.65330953]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.6496 - mape: 9.6496\n","4/4 [==============================] - 0s 5ms/step - loss: 6.2651 - mape: 6.2651\n","4/4 [==============================] - 0s 3ms/step - loss: 10.9418 - mape: 10.9418\n","4/4 [==============================] - 0s 4ms/step - loss: 8.3069 - mape: 8.3069\n","4/4 [==============================] - 0s 4ms/step - loss: 8.9437 - mape: 8.9437\n","4/4 [==============================] - 0s 5ms/step - loss: 6.3513 - mape: 6.3513\n","4/4 [==============================] - 0s 8ms/step - loss: 7.7788 - mape: 7.7788\n","4/4 [==============================] - 0s 3ms/step - loss: 8.3701 - mape: 8.3701\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a327c50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 80\n","alpha: [10.         31.65330953]\n","beta: [13.         28.03193711]\n","delta: [12.         29.09421724]\n","4/4 [==============================] - 0s 6ms/step - loss: 7.9698 - mape: 7.9698\n","4/4 [==============================] - 0s 2ms/step - loss: 8.6732 - mape: 8.6732\n","4/4 [==============================] - 0s 4ms/step - loss: 8.1446 - mape: 8.1446\n","4/4 [==============================] - 0s 7ms/step - loss: 7.3892 - mape: 7.3892\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5571 - mape: 9.5571\n","4/4 [==============================] - 0s 6ms/step - loss: 7.5582 - mape: 7.5582\n","4/4 [==============================] - 0s 7ms/step - loss: 7.9616 - mape: 7.9616\n","4/4 [==============================] - 0s 9ms/step - loss: 8.5197 - mape: 8.5197\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a327c50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 81\n","alpha: [12.         19.09887465]\n","beta: [13.         28.03193711]\n","delta: [12.         29.09421724]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.1678 - mape: 9.1678\n","4/4 [==============================] - 0s 3ms/step - loss: 5.2274 - mape: 5.2274\n","4/4 [==============================] - 0s 5ms/step - loss: 10.2838 - mape: 10.2838\n","4/4 [==============================] - 0s 7ms/step - loss: 7.5865 - mape: 7.5865\n","4/4 [==============================] - 0s 5ms/step - loss: 10.6012 - mape: 10.6012\n","4/4 [==============================] - 0s 4ms/step - loss: 9.7208 - mape: 9.7208\n","4/4 [==============================] - 0s 5ms/step - loss: 9.5343 - mape: 9.5343\n","4/4 [==============================] - 0s 3ms/step - loss: 9.1900 - mape: 9.1900\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a327c50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e]\n","[1. 2. 1. 1. 1.]\n","[1. 2. 1. 1.]\n","\n","Iteration: 82\n","alpha: [10.         31.65330953]\n","beta: [12.         19.09887465]\n","delta: [ 9.         35.13204853]\n","4/4 [==============================] - 0s 3ms/step - loss: 6.2246 - mape: 6.2246\n","4/4 [==============================] - 0s 3ms/step - loss: 8.7363 - mape: 8.7363\n","4/4 [==============================] - 0s 4ms/step - loss: 4.7973 - mape: 4.7973\n","4/4 [==============================] - 0s 4ms/step - loss: 6.4783 - mape: 6.4783\n","4/4 [==============================] - 0s 3ms/step - loss: 7.5811 - mape: 7.5811\n","4/4 [==============================] - 0s 6ms/step - loss: 7.1633 - mape: 7.1633\n","4/4 [==============================] - 0s 5ms/step - loss: 3.9982 - mape: 3.9982\n","4/4 [==============================] - 0s 4ms/step - loss: 4.5813 - mape: 4.5813\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140655fbd0\u003e]\n","[1. 1. 2. 1. 1.]\n","[1. 1. 2. 1.]\n","\n","Iteration: 83\n","alpha: [12.         19.09887465]\n","beta: [12.         29.09421724]\n","delta: [13.         28.03193711]\n","4/4 [==============================] - 0s 6ms/step - loss: 8.2986 - mape: 8.2986\n","4/4 [==============================] - 0s 6ms/step - loss: 6.6521 - mape: 6.6521\n","4/4 [==============================] - 0s 7ms/step - loss: 10.4746 - mape: 10.4746\n","4/4 [==============================] - 0s 3ms/step - loss: 6.0237 - mape: 6.0237\n","4/4 [==============================] - 0s 5ms/step - loss: 7.1443 - mape: 7.1443\n","4/4 [==============================] - 0s 4ms/step - loss: 10.5145 - mape: 10.5145\n","4/4 [==============================] - 0s 4ms/step - loss: 7.8051 - mape: 7.8051\n","4/4 [==============================] - 0s 4ms/step - loss: 9.9548 - mape: 9.9548\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f141300cb90\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140655fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e]\n","[1. 2. 1. 1. 1.]\n","[2. 1. 1. 1.]\n","\n","Iteration: 84\n","alpha: [10.         31.65330953]\n","beta: [ 9.         32.49104492]\n","delta: [13.         28.03193711]\n","4/4 [==============================] - 0s 4ms/step - loss: 9.0525 - mape: 9.0525\n","4/4 [==============================] - 0s 3ms/step - loss: 8.2714 - mape: 8.2714\n","4/4 [==============================] - 0s 4ms/step - loss: 5.9648 - mape: 5.9648\n","4/4 [==============================] - 0s 7ms/step - loss: 4.9107 - mape: 4.9107\n","4/4 [==============================] - 0s 3ms/step - loss: 10.5400 - mape: 10.5400\n","4/4 [==============================] - 0s 4ms/step - loss: 8.8262 - mape: 8.8262\n","4/4 [==============================] - 0s 5ms/step - loss: 9.0495 - mape: 9.0495\n","4/4 [==============================] - 0s 5ms/step - loss: 5.9310 - mape: 5.9310\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140655fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bcc4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48390\u003e]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","\n","Iteration: 85\n","alpha: [10.         29.94212476]\n","beta: [12.         29.09421724]\n","delta: [ 9.         32.49104492]\n","4/4 [==============================] - 0s 7ms/step - loss: 7.8799 - mape: 7.8799\n","4/4 [==============================] - 0s 3ms/step - loss: 7.4485 - mape: 7.4485\n","4/4 [==============================] - 0s 6ms/step - loss: 4.3072 - mape: 4.3072\n","4/4 [==============================] - 0s 3ms/step - loss: 7.7593 - mape: 7.7593\n","4/4 [==============================] - 0s 5ms/step - loss: 7.3246 - mape: 7.3246\n","4/4 [==============================] - 0s 4ms/step - loss: 5.3021 - mape: 5.3021\n","4/4 [==============================] - 0s 7ms/step - loss: 9.4050 - mape: 9.4050\n","4/4 [==============================] - 0s 6ms/step - loss: 4.9208 - mape: 4.9208\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140655fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bcc4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e]\n","[1. 2. 1. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 86\n","alpha: [ 9.        31.4343509]\n","beta: [11.         35.01698582]\n","delta: [12.         29.09421724]\n","4/4 [==============================] - 0s 8ms/step - loss: 6.6665 - mape: 6.6665\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5941 - mape: 9.5941\n","4/4 [==============================] - 0s 4ms/step - loss: 6.4839 - mape: 6.4839\n","4/4 [==============================] - 0s 7ms/step - loss: 6.4196 - mape: 6.4196\n","4/4 [==============================] - 0s 5ms/step - loss: 8.1308 - mape: 8.1308\n","4/4 [==============================] - 0s 3ms/step - loss: 7.1531 - mape: 7.1531\n","4/4 [==============================] - 0s 6ms/step - loss: 8.1102 - mape: 8.1102\n","4/4 [==============================] - 0s 6ms/step - loss: 7.2710 - mape: 7.2710\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140655fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bcc4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48390\u003e]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 87\n","alpha: [12.         19.09887465]\n","beta: [ 9.         32.49104492]\n","delta: [13.         28.03193711]\n","4/4 [==============================] - 0s 7ms/step - loss: 8.7732 - mape: 8.7732\n","4/4 [==============================] - 0s 3ms/step - loss: 9.4996 - mape: 9.4996\n","4/4 [==============================] - 0s 3ms/step - loss: 6.6063 - mape: 6.6063\n","4/4 [==============================] - 0s 4ms/step - loss: 5.2686 - mape: 5.2686\n","4/4 [==============================] - 0s 7ms/step - loss: 4.1421 - mape: 4.1421\n","4/4 [==============================] - 0s 6ms/step - loss: 7.0299 - mape: 7.0299\n","4/4 [==============================] - 0s 5ms/step - loss: 8.9311 - mape: 8.9311\n","4/4 [==============================] - 0s 7ms/step - loss: 6.2574 - mape: 6.2574\n","[2. 1. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bcc4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140655fbd0\u003e]\n","[2. 1. 1. 1. 1. 1.]\n","[2. 1. 1. 1. 1.]\n","\n","Iteration: 88\n","alpha: [11.         28.06975249]\n","beta: [13.         28.03193711]\n","delta: [11.         28.83957004]\n","4/4 [==============================] - 0s 4ms/step - loss: 6.6920 - mape: 6.6920\n","4/4 [==============================] - 0s 4ms/step - loss: 5.9392 - mape: 5.9392\n","4/4 [==============================] - 0s 4ms/step - loss: 9.5934 - mape: 9.5934\n","4/4 [==============================] - 0s 5ms/step - loss: 7.3716 - mape: 7.3716\n","4/4 [==============================] - 0s 5ms/step - loss: 9.6671 - mape: 9.6671\n","4/4 [==============================] - 0s 7ms/step - loss: 6.9529 - mape: 6.9529\n","4/4 [==============================] - 0s 3ms/step - loss: 5.9893 - mape: 5.9893\n","4/4 [==============================] - 0s 4ms/step - loss: 9.3142 - mape: 9.3142\n","[2. 1. 2. 1. 1. 1.]\n","[2. 1. 2. 1. 1. 1.]\n","[2. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bcc4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140655fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e]\n","[2. 1. 2. 1. 1.]\n","[2. 1. 2. 1.]\n","\n","Iteration: 89\n","alpha: [12.         19.09887465]\n","beta: [13.         28.03193711]\n","delta: [12.         29.09421724]\n","4/4 [==============================] - 0s 6ms/step - loss: 10.1154 - mape: 10.1154\n","4/4 [==============================] - 0s 5ms/step - loss: 9.0389 - mape: 9.0389\n","4/4 [==============================] - 0s 11ms/step - loss: 7.1883 - mape: 7.1883\n","4/4 [==============================] - 0s 4ms/step - loss: 9.2902 - mape: 9.2902\n","4/4 [==============================] - 0s 7ms/step - loss: 9.2892 - mape: 9.2892\n","4/4 [==============================] - 0s 7ms/step - loss: 7.0619 - mape: 7.0619\n","4/4 [==============================] - 0s 4ms/step - loss: 7.6547 - mape: 7.6547\n","4/4 [==============================] - 0s 6ms/step - loss: 7.8267 - mape: 7.8267\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bcc4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140655fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 90\n","alpha: [12.         19.09887465]\n","beta: [ 9.        31.4343509]\n","delta: [13.         28.03193711]\n","4/4 [==============================] - 0s 3ms/step - loss: 8.7666 - mape: 8.7666\n","4/4 [==============================] - 0s 5ms/step - loss: 8.5112 - mape: 8.5112\n","4/4 [==============================] - 0s 7ms/step - loss: 6.4686 - mape: 6.4686\n","4/4 [==============================] - 0s 5ms/step - loss: 7.9402 - mape: 7.9402\n","4/4 [==============================] - 0s 7ms/step - loss: 9.0067 - mape: 9.0067\n","4/4 [==============================] - 0s 5ms/step - loss: 7.9869 - mape: 7.9869\n","4/4 [==============================] - 0s 3ms/step - loss: 5.1621 - mape: 5.1621\n","4/4 [==============================] - 0s 5ms/step - loss: 9.0690 - mape: 9.0690\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140655fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bcc4d0\u003e]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 91\n","alpha: [13.         28.03193711]\n","beta: [11.         28.83957004]\n","delta: [12.         29.09421724]\n","4/4 [==============================] - 0s 8ms/step - loss: 8.8016 - mape: 8.8016\n","4/4 [==============================] - 0s 6ms/step - loss: 7.6847 - mape: 7.6847\n","4/4 [==============================] - 0s 6ms/step - loss: 11.6271 - mape: 11.6271\n","4/4 [==============================] - 0s 4ms/step - loss: 7.3811 - mape: 7.3811\n","4/4 [==============================] - 0s 7ms/step - loss: 9.5294 - mape: 9.5294\n","4/4 [==============================] - 0s 4ms/step - loss: 7.8069 - mape: 7.8069\n","4/4 [==============================] - 0s 6ms/step - loss: 4.1465 - mape: 4.1465\n","4/4 [==============================] - 0s 7ms/step - loss: 7.9301 - mape: 7.9301\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e48390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140655fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bcc4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 92\n","alpha: [12.         29.09421724]\n","beta: [ 9.        31.4343509]\n","delta: [13.         28.03193711]\n","4/4 [==============================] - 0s 6ms/step - loss: 5.3760 - mape: 5.3760\n","4/4 [==============================] - 0s 4ms/step - loss: 8.2216 - mape: 8.2216\n","4/4 [==============================] - 0s 3ms/step - loss: 8.6970 - mape: 8.6970\n","4/4 [==============================] - 0s 3ms/step - loss: 6.6346 - mape: 6.6346\n","4/4 [==============================] - 0s 5ms/step - loss: 8.8337 - mape: 8.8337\n","4/4 [==============================] - 0s 5ms/step - loss: 9.4647 - mape: 9.4647\n","4/4 [==============================] - 0s 5ms/step - loss: 8.5269 - mape: 8.5269\n","4/4 [==============================] - 0s 6ms/step - loss: 8.8157 - mape: 8.8157\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1412e48390\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140655fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bcc4d0\u003e]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 2. 1. 1. 1.]\n","\n","Iteration: 93\n","alpha: [12.         29.09421724]\n","beta: [ 9.         32.49104492]\n","delta: [13.         28.03193711]\n","4/4 [==============================] - 0s 7ms/step - loss: 9.5912 - mape: 9.5912\n","4/4 [==============================] - 0s 6ms/step - loss: 8.2739 - mape: 8.2739\n","4/4 [==============================] - 0s 4ms/step - loss: 7.7038 - mape: 7.7038\n","4/4 [==============================] - 0s 6ms/step - loss: 10.3478 - mape: 10.3478\n","4/4 [==============================] - 0s 9ms/step - loss: 6.7311 - mape: 6.7311\n","4/4 [==============================] - 0s 6ms/step - loss: 6.7220 - mape: 6.7220\n","4/4 [==============================] - 0s 6ms/step - loss: 8.1197 - mape: 8.1197\n","4/4 [==============================] - 0s 6ms/step - loss: 8.3786 - mape: 8.3786\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bcc4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140655fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bc4ad0\u003e]\n","[1. 1. 1. 2. 1. 1.]\n","[1. 1. 1. 2. 1.]\n","\n","Iteration: 94\n","alpha: [13.         28.03193711]\n","beta: [12.         29.09421724]\n","delta: [12.         19.09887465]\n","4/4 [==============================] - 0s 4ms/step - loss: 11.4817 - mape: 11.4817\n","4/4 [==============================] - 0s 5ms/step - loss: 5.7308 - mape: 5.7308\n","4/4 [==============================] - 0s 5ms/step - loss: 9.3008 - mape: 9.3008\n","4/4 [==============================] - 0s 3ms/step - loss: 11.0114 - mape: 11.0114\n","4/4 [==============================] - 0s 5ms/step - loss: 8.3573 - mape: 8.3573\n","4/4 [==============================] - 0s 6ms/step - loss: 10.9613 - mape: 10.9613\n","4/4 [==============================] - 0s 7ms/step - loss: 6.0834 - mape: 6.0834\n","4/4 [==============================] - 0s 4ms/step - loss: 6.3599 - mape: 6.3599\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bcc4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140655fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bc4ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","\n","Iteration: 95\n","alpha: [ 9.        31.4343509]\n","beta: [12.         19.09887465]\n","delta: [13.         28.03193711]\n","4/4 [==============================] - 0s 3ms/step - loss: 8.5495 - mape: 8.5495\n","4/4 [==============================] - 0s 5ms/step - loss: 8.1514 - mape: 8.1514\n","4/4 [==============================] - 0s 4ms/step - loss: 7.3557 - mape: 7.3557\n","4/4 [==============================] - 0s 4ms/step - loss: 8.6132 - mape: 8.6132\n","4/4 [==============================] - 0s 4ms/step - loss: 8.6619 - mape: 8.6619\n","4/4 [==============================] - 0s 5ms/step - loss: 7.5884 - mape: 7.5884\n","4/4 [==============================] - 0s 4ms/step - loss: 6.0710 - mape: 6.0710\n","4/4 [==============================] - 0s 3ms/step - loss: 9.0439 - mape: 9.0439\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140655fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bc4ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bcc4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e]\n","[1. 1. 1. 2. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","\n","Iteration: 96\n","alpha: [12.         29.09421724]\n","beta: [ 9.        31.4343509]\n","delta: [13.         28.03193711]\n","4/4 [==============================] - 0s 8ms/step - loss: 8.7322 - mape: 8.7322\n","4/4 [==============================] - 0s 4ms/step - loss: 11.7722 - mape: 11.7722\n","4/4 [==============================] - 0s 4ms/step - loss: 4.6985 - mape: 4.6985\n","4/4 [==============================] - 0s 6ms/step - loss: 4.9736 - mape: 4.9736\n","4/4 [==============================] - 0s 4ms/step - loss: 9.2662 - mape: 9.2662\n","4/4 [==============================] - 0s 5ms/step - loss: 6.5306 - mape: 6.5306\n","4/4 [==============================] - 0s 4ms/step - loss: 4.7838 - mape: 4.7838\n","4/4 [==============================] - 0s 8ms/step - loss: 10.7182 - mape: 10.7182\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","[1. 1. 1. 2. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132c0890\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140655fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bc4ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bcc4d0\u003e]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","\n","Iteration: 97\n","alpha: [ 9.         32.49104492]\n","beta: [13.         28.03193711]\n","delta: [10.         30.58528303]\n","4/4 [==============================] - 0s 3ms/step - loss: 10.0006 - mape: 10.0006\n","4/4 [==============================] - 0s 7ms/step - loss: 8.2599 - mape: 8.2599\n","4/4 [==============================] - 0s 7ms/step - loss: 9.9169 - mape: 9.9169\n","4/4 [==============================] - 0s 2ms/step - loss: 9.8901 - mape: 9.8901\n","4/4 [==============================] - 0s 7ms/step - loss: 10.0442 - mape: 10.0442\n","4/4 [==============================] - 0s 5ms/step - loss: 6.9189 - mape: 6.9189\n","4/4 [==============================] - 0s 5ms/step - loss: 8.8349 - mape: 8.8349\n","4/4 [==============================] - 0s 5ms/step - loss: 8.3024 - mape: 8.3024\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bc4ad0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bcc4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140655fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132b0850\u003e]\n","[1. 1. 1. 1. 1. 1. 1.]\n","[1. 1. 1. 1. 1. 1.]\n","\n","Iteration: 98\n","alpha: [ 9.        31.4343509]\n","beta: [10.         28.43237278]\n","delta: [11.         28.06975249]\n","4/4 [==============================] - 0s 5ms/step - loss: 7.5385 - mape: 7.5385\n","4/4 [==============================] - 0s 4ms/step - loss: 10.4214 - mape: 10.4214\n","4/4 [==============================] - 0s 7ms/step - loss: 7.5367 - mape: 7.5367\n","4/4 [==============================] - 0s 5ms/step - loss: 6.7055 - mape: 6.7055\n","4/4 [==============================] - 0s 5ms/step - loss: 5.5582 - mape: 5.5582\n","4/4 [==============================] - 0s 4ms/step - loss: 3.5675 - mape: 3.5675\n","4/4 [==============================] - 0s 4ms/step - loss: 11.4004 - mape: 11.4004\n","4/4 [==============================] - 0s 5ms/step - loss: 4.5045 - mape: 4.5045\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","[1. 1. 2. 1. 1. 1. 1.]\n","Archive [\u003cGreyWolf.GreyWolf object at 0x7f1413569d50\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140a3e1110\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413415310\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f140655fbd0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1413396650\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1411bcc4d0\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f14132b0850\u003e\n"," \u003cGreyWolf.GreyWolf object at 0x7f1412e0ab50\u003e]\n","[1. 1. 2. 1. 1. 1.]\n","[1. 1. 2. 1. 1.]\n","\n","Iteration: 99\n","alpha: [12.         29.09421724]\n","beta: [12.         19.09887465]\n","delta: [ 9.         32.49104492]\n","4/4 [==============================] - 0s 3ms/step - loss: 9.8902 - mape: 9.8902\n","4/4 [==============================] - 0s 4ms/step - loss: 8.1278 - mape: 8.1278\n","4/4 [==============================] - 0s 3ms/step - loss: 7.7457 - mape: 7.7457\n","4/4 [==============================] - 0s 4ms/step - loss: 6.2496 - mape: 6.2496\n","4/4 [==============================] - 0s 8ms/step - loss: 6.9760 - mape: 6.9760\n","4/4 [==============================] - 0s 8ms/step - loss: 7.1363 - mape: 7.1363\n","4/4 [==============================] - 0s 4ms/step - loss: 7.2749 - mape: 7.2749\n","4/4 [==============================] - 0s 8ms/step - loss: 7.6543 - mape: 7.6543\n"]}],"source":["bgwo4.optimize()"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"TnGi6t4dbk-W"},"outputs":[{"name":"stdout","output_type":"stream","text":["[11.         28.06975249]\n","[ 9.         32.49104492]\n","[13.         28.03193711]\n","[ 9.        31.4343509]\n","[10.         28.43237278]\n","[10.         29.48487943]\n","[12.         29.09421724]\n","[12.         19.09887465]\n"]}],"source":["for nonD in bgwo4.archive:\n","  print(nonD.cost)"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"4BNpZBD_986s"},"outputs":[],"source":[""]}],"metadata":{"colab":{"collapsed_sections":[],"name":"Copy of BMOGWO.ipynb","provenance":[{"file_id":"19v0DdDH9ofgZFHWW92IDCLLvRO1h6YsI","timestamp":1629899964734}],"version":""},"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.8.5"}},"nbformat":4,"nbformat_minor":5}